445 AI Tools · 46 CategoriesAI Tools Directory
Search, filter, and explore the complete landscape of AI tools — from chatbots and image generators to automation platforms and vector databases.
Showing 445 of 445 tools
US Foundation Model Chatbots8
ChatGPT
OpenAI's flagship AI assistant. Now powered by GPT-5.5 on Plus and above (April 23, 2026 — the new agentic flagship), with GPT-5.5 Pro on Pro/Business/Enterprise. GPT-5.4 mini on Free/Go. The most widely used AI chatbot with 400M+ weekly users. Tiers: Free, Go ($8/mo), Plus ($20/mo), Pro ($200/mo). GPT Image 2, Voice Mode, Deep Research, Custom GPTs.
Claude
Anthropic's AI assistant known for long-context reasoning, coding, and following nuanced instructions. 1M token context window (GA March 2026). Opus 4.6 at $5/$25 per million tokens. Strong safety and helpfulness balance.
Gemini
Google's AI assistant powered by Gemini 3.1 Pro (Feb 2026) — record benchmark scores on 12+ evaluations. Native multimodal (text, images, audio, video), 1M token context, Deep Think reasoning, and deep integration with Google Workspace.
Microsoft Copilot
Microsoft's AI companion powered by multi-model intelligence (GPT + Claude) via Wave 3 update (March 2026). Built into Windows 11, Edge, and Microsoft 365. $30/user/month enterprise add-on.
Grok
xAI's AI assistant with real-time access to X/Twitter data, 2M token context, and an unfiltered personality. Integrated into the X platform.
Perplexity Chat
AI-powered answer engine that cites real-time web sources. Excellent for research, fact-checking, and getting answers with verifiable references.
Meta AI
Meta's AI assistant powered by Llama 4 Maverick (MoE, 400B/17B active, 1M context), integrated into WhatsApp, Instagram, Facebook, and Messenger. Free with no subscription required.
Character.AI
Popular consumer AI chatbot platform for creating and chatting with AI characters. Roleplay, creative writing, and entertainment. Google licensing deal for Gemini models.
International Chatbots9
DeepSeek
Chinese AI lab that triggered a $589B NVIDIA crash. V3.2-Speciale won IMO gold medal. MIT-licensed open-source weights. Banned on gov devices in multiple countries. V4 imminent.
Mistral Vibe
Mistral AI's consumer AI platform. Powered by Mistral Large 3 (675B MoE). Mobile apps, Deep Research mode, Projects, code interpreter, Flux Ultra image gen. EU data sovereignty. Pro at €14.99/month.
Qwen Chat
Alibaba's Qwen3.5 model family chat interface. Flagship 397B-A17B with Gated DeltaNet+MoE, 262K-1M context. 100+ languages. 9B model matches GPT-OSS-120B on GPQA Diamond.
Kimi
Moonshot AI's AI assistant powered by Kimi K2.5 (1T MoE, 32B active). 256K context, multimodal (15T mixed tokens). Beats GPT 5.2 on SWE-Bench Multilingual. Kimi Code for IDE integration.
Doubao 2.0
ByteDance's AI chatbot — the most-used in China with 100M+ DAU. Seed 2.0 Pro scores 98.3% on AIME 2025 and matches GPT 5.2 at roughly 1/10th the cost. Four variants: Pro, Lite, Mini, Code.
Ernie Bot
Baidu's AI assistant powered by ERNIE 5.0 — a 2.4T parameter unified multimodal model (text/image/video/audio). Comparable to Gemini-2.5-Pro. Dominant in Chinese-language tasks with Baidu Search grounding.
Cohere Coral
Cohere's enterprise AI assistant built on Command A (111B, 256K context). Purpose-built for RAG in regulated industries. North platform deploys behind customer firewalls. $7B valuation, IPO expected 2026.
Kakao Kanana
Korean-language AI model designed for on-device deployment and KakaoTalk integration. AI assistant for 50M+ KakaoTalk users with search, scheduling, and task management capabilities.
Naver Agent N
AI agent platform for South Korea's dominant search engine. AI shopping agents, search assistants, and autonomous task completion for 60%+ of Korean search traffic. Launching H1 2026.
Image Generation13
Midjourney
The gold standard for artistic AI image generation. Exceptional aesthetic quality and style control via Discord and web interface. Huge community of creators.
DALL-E / GPT Image 2
OpenAI's image generation via ChatGPT. GPT Image 2 (April 2026) is the first OpenAI image model with built-in O-series reasoning — it plans compositions before drawing. Adds multilingual text rendering (Japanese, Korean, Chinese, Hindi, Bengali), web-search grounding, 2K resolution, and up to 8 images per prompt. Took #1 on the Image Arena leaderboard by +242 points at launch.
Stable Diffusion
The leading open-source image generation model. Run locally, fine-tune on custom data, or use via API. Huge ecosystem of models, LoRAs, and tools.
Nano Banana 2
Fast image generation powered by Google's Gemini 3.1 Flash Image model via AI Studio. Speed-optimized for high-quality output with API access for developers.
Nano Banana Pro
Google's flagship image gen model — 4K resolution, accurate text rendering, SynthID watermarking.
Adobe Firefly
Adobe AI model family powering Creative Cloud. Firefly Image Model 5 (GA March 2026) generates photorealistic 4MP images. Firefly Video Model adds commercially safe AI video (Text to Video, Image to Video, Generative Extend). 30+ model hub including Google, Runway, Kling. Custom Models in public beta. Generate Soundtrack + Speech. Unlimited generations for subscribers. Trained on licensed Adobe Stock — commercially safe.
Flux
State-of-the-art open-weight image model from Black Forest Labs. Flux Pro and Schnell versions offer photorealistic quality with fast inference speeds.
Canva AI
Creative Operating System with 265M monthly active users, $42B valuation. Visual Suite 2.0 unifies presentations, documents, whiteboards, and spreadsheets. Dream Lab for high-fidelity AI image generation. Canva Sheets with Magic Charts/Formulas/Insights. Magic Media (text-to-image/video), Magic Write, Magic Design, Magic Translate. 95% of Fortune 500. IPO expected H2 2026.
Aurora
xAI's image generation model integrated into Grok chatbot and X platform for conversational image creation.
Ideogram
AI image generator with industry-leading text rendering accuracy. Ideal for logos, posters, social media graphics, and any design requiring accurate text.
Recraft
Professional-grade AI image and vector generation. Excellent for brand-consistent design work, icon sets, and generating SVG/vector outputs from prompts.
NightCafe
Multi-model AI art platform supporting SDXL, Flux, DALL-E, and more. Strong community features, daily challenges, and print-on-demand options.
Stable Diffusion 3.5
Stability AI's latest open-source image generation model. Multiple variants for different hardware. Company stabilized under new CEO Prem Akkaraju; Getty Images lawsuit ongoing.
AI Video Generation10
Veo 3
Google DeepMind's video generation models. Veo 3 generates synchronized audio with video. Veo 3.1 (March 2026) upgrades to 4K resolution and 60-second clips. Available via Google AI Studio and Vertex AI.
HeyGen
AI video generation platform specializing in talking avatar videos. Upload a photo, add a script, and generate a professional spokesperson video in minutes.
Gemini Omni
Google's multimodal video model unveiled at Google I/O 2026 — turns images, audio, and text into video. The companion piece to Gemini 3.5 Flash, positioned alongside Veo 3 and Nano Banana Pro inside the Google generative-media stack.
Runway ML
Professional AI video creation platform used by major studios. Gen-3 Alpha supports text-to-video, image-to-video, video inpainting, and motion control.
Dream Machine
Luma AI's popular text-to-video and image-to-video generation tool. High-quality cinematic output at accessible pricing. Strong community and rapid iteration.
Sora
Discontinued March 2026. Was OpenAI's text-to-video model with cinematic quality output, storyboarding, remix, and synchronized audio. iOS app, API, and sora.com all shutting down.
Kling AI
High-quality video generation from Kuaishou (China). Strong physics simulation and character motion. Competitive quality at lower cost than US alternatives.
Synthesia
Enterprise-grade AI video platform with 230+ AI avatars in 140+ languages. Used by 50,000+ companies for training videos, product demos, and communications.
Pika Labs
Fast AI video generation with strong motion consistency. Supports text-to-video and image-to-video with various aspect ratios and style controls.
Descript
AI-powered video and podcast editing platform. Edit video like a doc, remove filler words, clone your voice, and create AI overdub replacements.
Voice & Audio12
ElevenLabs
The leading AI voice generation platform. Ultra-realistic text-to-speech in 32 languages, voice cloning, and a massive voice library. Used by 1M+ creators.
OpenAI TTS / Whisper
OpenAI's text-to-speech (TTS) and speech-to-text (Whisper) APIs. Whisper is open-source and industry-leading for transcription accuracy across 100+ languages.
Suno AI
AI music generation platform that creates full songs with vocals from text prompts. Generate radio-quality tracks in any genre in seconds.
OpenAI Realtime API
OpenAI's WebSocket-based voice API hosting GPT-Realtime-2 (GPT-5-class voice reasoning), GPT-Realtime-Translate (70+ input languages), and GPT-Realtime-Whisper (live speech-to-text) — launched May 7, 2026.
Vapi
Voice-agent platform for building and deploying AI voice agents — customer support, lead qualification, appointment scheduling, sales calls. Processes 1 billion-plus calls; Amazon Ring chose it over 40 rivals.
Voxtral TTS
Mistral AI's open-source text-to-speech model — 4 billion parameters, 9 languages, runs on consumer hardware, $0.016 per 1,000 characters via API
Alexa+ Podcasts
Amazon Alexa+ feature that turns any topic into an AI-narrated podcast episode in minutes, with mid-conversation refinement and a licensed news corpus from the Associated Press, Reuters, The Washington Post, TIME, Forbes, Business Insider, Politico, USA Today, and over 200 local U.S. newspapers. Launched May 2026 to U.S. Alexa+ customers; bundled at no extra cost for Prime members.
Udio
AI music creation tool that generates studio-quality songs with instrumentals and vocals. Strong for diverse genres and style blending.
Adobe Podcast Enhance
Free AI audio enhancement tool that removes background noise and improves microphone quality. Makes any recording sound like it was recorded in a professional studio.
Wispr Flow
AI voice keyboard for Mac, Windows, iOS, and Android — press a hotkey, dictate into any app, and Flow transcribes with AI filler-word cleanup and context-aware formatting. Distinct from OpenAI Whisper despite the similar name.
Stable Audio 3.0
Stability AI's four-model family for music generation. Medium and large variants render compositions up to six minutes and twenty seconds; small variants top out at two minutes. Three of the four variants ship with open weights (small SFX, small, and medium); the large model is API or self-hosted under a paid license required above one million dollars in revenue. Training data is fully licensed via direct partnerships with Warner Music Group and Universal Music Group.
Murf AI
Professional AI voiceover studio with 120+ voices in 20+ languages. Includes timeline-based video sync, pitch/speed controls, and team collaboration.
Office & Productivity21
Microsoft 365 Copilot
AI assistant embedded in Word, Excel, PowerPoint, Outlook, and Teams. Draft documents, analyze spreadsheets, generate presentations, and summarize meetings.
Google Workspace AI
AI features across Gmail, Docs, Sheets, Slides, and Meet. Gemini-powered drafting, summarization, data analysis, and meeting transcription.
Notion AI
AI writing, summarization, and Q&A built into Notion's workspace. Ask questions about your notes, auto-fill databases, and draft content in context.
Claude Design
Anthropic's new AI-powered design tool (April 2026) for rapid creation of prototypes, presentation slides, one-pagers, and UI mockups. Built on Claude Opus 4.7, with automatic brand system integration that reads your codebase and design files. Pro+ only.
NotebookLM
Google's AI research assistant. Upload documents, PDFs, or YouTube videos and ask questions grounded in your sources. Generates audio overviews (podcasts) from any content.
Claude Cowork
Anthropic's agentic workspace that gives Claude access to a local folder to autonomously read, create, and edit files. Connects to Google Drive, Gmail, DocuSign, and enterprise plugins across finance, HR, and engineering.
Perplexity Computer
A 19-model agentic 'digital worker' that researches, codes, designs, and deploys end-to-end workflows autonomously. Spins up specialized sub-agents across Claude, Gemini, Grok, and other top models to complete multi-step tasks.
v0
Vercel's AI UI generation tool. Generates React components and full pages from natural language prompts using shadcn/ui and Tailwind CSS. Paste screenshots to reproduce designs.
Bolt.new
AI web app builder by StackBlitz. Generates full-stack applications from natural language using WebContainers (Node.js in the browser). Deploy instantly to Netlify.
SAP Joule
AI copilot embedded across all SAP enterprise products — ERP, supply chain, HR, and finance. Provides 15+ AI agents for business process automation and natural language querying of enterprise data.
Mercor
AI-powered hiring and talent matching platform. Uses AI to screen, evaluate, and match candidates at scale. Over 30K contractors, on track for $500M ARR.
Airtable AI
No-code AI database and application platform. Omni conversational builder enables non-technical users to create AI-powered workflows, databases, and applications through natural language.
Grammarly
AI writing assistant for grammar, style, tone, and clarity. Available as a browser extension across every web app. Generative AI features for drafting and rewriting.
Gamma
AI-powered presentation and document builder. Generate polished slide decks from a text prompt in seconds. Flexible templates with strong design defaults.
Fireflies.ai
AI meeting recorder and note-taker with 40+ language support. Captures video, generates transcripts, identifies action items, and integrates with CRMs.
Otter.ai
Real-time AI meeting transcription for Zoom, Google Meet, and Teams. Auto-generates summaries, action items, and searchable transcripts.
Jasper AI
Enterprise AI writing platform for marketing teams. Brand voice training, multi-channel content generation, SEO optimization, and team collaboration.
Durable
AI website builder that generates a complete business website in 30 seconds. Includes CRM, invoicing, and AI-generated copy for small businesses.
Taskade
AI-powered project management and collaboration platform. Generate task lists, mind maps, and flowcharts. Multi-agent AI assistants for team workflows.
Lovable
AI web app builder (formerly GPT Engineer). Generates production-ready full-stack applications from natural language. Focuses on design quality and instant deployment.
Writer AI
Enterprise AI content platform with proprietary Palmyra LLM. Brand-consistent content generation, governance controls, and enterprise security. Used by Fortune 500 companies.
Cloud Storage & Infrastructure10
Google Drive
Google's cloud storage with 15GB free. AI-powered search, Gemini integration for file Q&A, and native collaboration in Docs, Sheets, and Slides.
Microsoft OneDrive
Microsoft's cloud storage integrated with Windows 11 and Microsoft 365. Copilot AI can analyze files stored in OneDrive via Word, Excel, and Teams.
Dropbox
Cloud storage with AI-powered search, document summarization (Dropbox Dash), and team collaboration. Strong desktop sync and third-party app integrations.
Vercel
Frontend cloud platform. Zero-config Next.js deployment, preview URLs, Edge Functions, global CDN. Credit-based Pro pricing ($20/mo + $20 credits).
Netlify
Web hosting platform with AI Gateway, Observability, Prerender GA. Split testing, Identity, form handling. Major Vercel competitor.
Stripe
Dominant payment platform. Agentic Commerce Suite for AI agent payments, Orchestration, stablecoin accounts. 2.9% + $0.30/tx. Global payouts to 58 countries.
Firebase
Google's app development platform. Firebase Studio (agentic dev), AI Logic with Gemini 3, Firestore (NoSQL), Auth, Storage, Cloud Functions.
Box
Enterprise cloud content management with Box AI for document Q&A, contract analysis, and knowledge extraction. Strong security and compliance certifications.
Amazon S3
The industry-standard object storage for developers and enterprises. Infinitely scalable, 99.999999999% durability, and deeply integrated with the AWS AI/ML ecosystem.
Backblaze B2
Low-cost S3-compatible object storage at 1/5 the price of AWS S3. Popular for AI training data storage, media backups, and cost-sensitive applications.
Search & Research11
Perplexity
AI answer engine that searches the web in real time and cites sources. Perplexity Pro includes Deep Research for multi-step research reports with 20+ sources.
ChatGPT Deep Research
OpenAI's agentic research feature that spends 5–30 minutes searching, reading, and synthesizing hundreds of sources into a comprehensive report.
Gemini Deep Research
Google's multi-step research agent that creates detailed research plans, browses the web autonomously, and produces cited reports in Google Docs format.
Hebbia Matrix
AI enterprise search platform for finance and legal. Matrix multi-agent system enables knowledge workers to analyze and reason over large document sets with structured AI-powered workflows.
Tavily
AI-optimized search API for LLM agents and applications. Returns clean, structured search results optimized for RAG pipelines. Preferred by LangChain users.
Glean
Enterprise AI search platform connecting all company apps (Slack, Drive, Confluence, Jira, etc.). AI-powered answers grounded in company knowledge with full access control.
Tegus
Expert-call platform with AI-generated transcripts and summaries — used by management consultants, hedge funds, and corporate strategy teams for primary research.
scispace
AI for scientific paper analysis, literature review, and writing — extracts answers from PDFs and helps researchers explore citation networks.
Elicit
AI research assistant specialized for academic literature. Searches 125M+ papers, extracts key data from PDFs, and summarizes findings across multiple studies.
Consensus
AI search engine for scientific research. Finds and synthesizes evidence from peer-reviewed studies. Generates consensus summaries across multiple papers.
You.com
AI-powered search engine with multiple research modes. YouResearch generates long-form reports, YouCode focuses on programming questions.
Web Scraping6
Firecrawl
Turn any website into clean markdown or structured data for LLMs. Handles JavaScript rendering, crawling, and extraction. Built specifically for AI applications.
Apify
Cloud platform for web scraping and browser automation with 1,500+ pre-built scrapers. Strong for large-scale data extraction and automation pipelines.
Browse AI
No-code web scraping tool. Train a robot by example and schedule automated data extraction from any website. Monitors for changes and sends alerts.
Apollo.io
B2B data enrichment and lead intelligence platform. Access 275M+ contacts with verified emails, phone numbers, and company data for sales prospecting.
SerpAPI
Real-time SERP (Search Engine Results Page) data API. Extract Google, Bing, YouTube, and other search engine results for AI applications and research.
Diffbot
AI-powered web extraction that automatically identifies and extracts structured data from web pages. Includes a knowledge graph of 10B+ entities.
AI Agents & Workflow Automation35
Claude Managed Agents
Composable APIs for building and deploying cloud-hosted AI agents at scale — Anthropic handles orchestration, scaling, and monitoring (public beta)
Agentforce
Salesforce autonomous AI agent platform — 12,000+ customers live, $500M+ annualized revenue. Agent Studio enables no-code agent building. SDR Agent qualifies leads, Service Agent handles tickets, Sales Coach provides real-time guidance. Built on Einstein 1 Platform with native CRM data access.
n8n
Open-source workflow automation with 400+ integrations and native AI agent support. Self-hostable for full data control. Ideal for technical teams building complex automations.
Paperclip
Open-source orchestration platform that manages AI agent teams using an org chart structure with budgets, goals, and governance
Devin
The first fully autonomous AI software engineer. Plans, writes, debugs, and deploys code end-to-end from natural language. Can use browser, terminal, and editor simultaneously.
LangGraph
Production-grade agent orchestration framework by LangChain. Models agent logic as stateful directed graphs with durable execution, human-in-the-loop checkpoints, and persistent memory. v1.0 reached early 2026.
Claude Agent SDK
Anthropic's official SDK for building custom AI agents with Python and TypeScript. Built-in file operations, shell commands, web search, and MCP integration. Sub-agents, background tasks, and Xcode integration.
Now Assist
ServiceNow AI assistant integrated across IT, HR, customer service, and security workflows. AI Agent Studio for no-code/low-code/pro-code agent building. Enhanced by $2.85B Moveworks acquisition (Dec 2025) adding enterprise search and agentic Reasoning Engine. Used by 85% of Fortune 500.
Sierra Agent
Enterprise AI customer service agents by Bret Taylor (ex-Salesforce CEO). Handles customer interactions across voice, chat, and email with human-level quality. $100M ARR in 21 months.
pi-0
Foundation model for general-purpose robotics. Controls 7 different robot embodiments across 60+ manipulation tasks — a breakthrough in robot generalization from a single model.
Gemini Spark
Google's personal always-on agentic assistant — built on Gemini 3.5 Flash, integrates with Gmail and Workspace, monitors user-set triggers around the clock and dispatches multi-step actions across apps. Announced at Google I/O 2026 and rolling to trusted testers.
Make
Visual workflow automation platform (formerly Integromat). 1,800+ app integrations, drag-and-drop scenario builder, and AI modules for GPT, image gen, and more.
Zapier
The most widely used automation platform with 7,000+ app integrations. AI features include natural language Zap creation, Zapier Agents, and AI-powered steps.
LangChain
The dominant open-source framework for building LLM-powered applications and agents. Python/JS libraries plus LangSmith for tracing and LangGraph for complex agents.
AG2 (formerly AutoGen)
Community-governed open-source multi-agent framework, originally created by Microsoft Research as AutoGen. Build systems where multiple AI agents collaborate, debate, and solve problems together.
CrewAI
Framework for orchestrating teams of AI agents with role-based assignments. Agents can use tools, delegate tasks, and collaborate on complex multi-step workflows.
Relevance AI
No-code platform for building AI agents and automating business workflows. Build a "workforce" of AI agents for sales, support, research, and operations.
North
Cohere enterprise agentic AI platform (launched summer 2025) deployed entirely behind customer firewalls. Built on Command A (111B, 256K context). Customers include RBC, Dell, and LG CNS. No data leaves your infrastructure — critical for regulated industries.
Breeze AI
HubSpot AI platform with 20+ agents — Customer Agent (50%+ ticket resolution), Knowledge Base Agent, Prospecting Agent, Content Agent. Breeze Studio for custom agent building (GPT-5 default). Audit Cards show CRM actions. 288,000+ paying customers; $3.1B revenue (2025).
Gong Revenue AI
Revenue intelligence platform — records, transcribes, and analyzes every sales conversation. AI Call Reviewer grades reps on org-specific methodology. Mission Andromeda (Feb 2026) adds Gong Enable, AI coaching chatbot, and open MCP connections. $300M+ ARR; 5,000+ customers. 2025 Gartner Leader.
Zendesk AI Agents
Customer service AI replacing Answer Bot — resolves 80% of support issues with outcome-based pricing (pay per automated resolution). Intelligent Triage auto-classifies tickets. Forethought acquisition ($200M+, March 2026) adds self-improving agentic AI.
Fin 2
Intercom AI customer support agent — resolves up to 82% of support volume (up from 40-50% in v1). 99.9% accuracy. Omnichannel: chat, email, WhatsApp. Procedures enable multi-step workflows via natural language. $0.99 per resolution pricing. 40M+ conversations resolved.
Workday Illuminate
Workday AI platform with 7+ agents for HR and finance — contingent sourcing, contract intelligence, contract negotiation, document-driven accounting, frontline management, self-service. Enhanced by $1.1B Sana acquisition (Nov 2025). Sana for Workday adds AI knowledge discovery.
Microsoft Agent Framework
Microsoft's unified enterprise platform for building and governing AI agents. Replaces AutoGen (2026). Consolidates agent development under a single framework with enterprise security and compliance.
DataRobot AI Platform
Enterprise AutoML and AI governance platform that automates the full ML lifecycle. Agent Workforce Platform for building AI agent workforces. 2025 Gartner Leader for Data Science & ML.
LlamaIndex
Open-source framework specialized for building RAG (Retrieval-Augmented Generation) systems and data-aware LLM applications. Strong for enterprise knowledge bases.
OpenAI Agents SDK
OpenAI's official framework for building multi-agent systems with tool use, handoffs between agents, and built-in tracing. Supports any model via the API.
C3 AI Platform
Enterprise AI application platform with 100+ pre-built applications for predictive maintenance, supply chain, fraud detection, and energy optimization. Includes C3 Generative AI for enterprise search.
Coframe AI Optimization
AI-powered web optimization platform that autonomously generates, deploys, and tests UI variations to improve conversion rates through continuous A/B testing at scale.
Fujitsu Kozuchi AI Platform
Enterprise AI platform featuring Takane LLM for Japanese applications, computer vision, predictive analytics, and AI genomics for cancer treatment. Digital Annealer for optimization problems.
Greenhouse AI Recruiting
Structured hiring platform with AI-powered resume screening, candidate summaries, interview scorecards, bias detection, and job description generation. Serves ~4,000 companies.
Limitless Pendant
Wearable AI pendant for continuous conversation capture and intelligent recall. AI-powered transcription, search, and summarization of daily conversations. Discontinued after Meta acquisition (Dec 2025).
Shield AI Hivemind
Autonomous AI pilot for aircraft and drones. Operates without GPS, communications, or human direction. V-BAT drone deployed with US Coast Guard, Indian Army, and allied nations.
Twilio Voice AI
AI-powered voice communications platform with 60% growth. Intelligent call routing, conversational AI for customer service, and real-time voice analysis. Segment CDP for AI-driven personalization.
Open-source AI agent that autonomously runs ML experiments on a single GPU. Modifies training code, runs 5-minute experiments, keeps improvements, and discards failures — approximately 100 experiments overnight. 630 lines of Python, MIT licensed, 60,000+ GitHub stars.
Computer Control5
ChatGPT Operator
OpenAI's computer-use agent that operates a web browser autonomously. Books restaurants, fills forms, completes online tasks on your behalf.
Claude Computer Use
Anthropic's API capability for controlling desktop computers. Claude can view screenshots, move the mouse, click, and type to complete complex workflows.
Perplexity Assistant
Perplexity's agentic assistant that can perform tasks autonomously using phone and web interfaces. Available on Android with iOS support planned.
Microsoft Copilot Vision
Microsoft Copilot's screen-reading capability that can see and understand what you're looking at on screen and help complete tasks in real time.
Gemini Computer Use
Google DeepMind's agentic capability for Gemini 3 Pro and Flash — screenshot-and-click GUI interaction for automating software with no API (preview)
Browser Control4
OpenAI Browser Agent
OpenAI's built-in web browsing capability in ChatGPT. Searches the web, reads pages, and synthesizes information with real-time access.
Claude for Chrome
Anthropic's Chrome extension that lets Claude read and interact with web pages. Ask questions about any page or have Claude help complete browser-based tasks.
Perplexity Comet
Perplexity's browser extension for contextual AI assistance while browsing. Get instant answers and summaries about any page you're reading.
Microsoft Edge Copilot
Copilot built into Microsoft Edge. Summarize pages, compare products, generate text in sidebars, and ask questions about the current page content.
Vector & Specialized Databases9
Pinecone
The leading managed vector database for AI applications. Serverless pricing, 99.99% SLA, and billions of vectors at millisecond query speeds. Widely used in production RAG systems.
Supabase Vector
PostgreSQL-based vector storage using the pgvector extension. Seamlessly combines traditional relational data with vector search in a single database.
Neon
Serverless Postgres. Scale-to-zero, database branching, PostgreSQL 18, Neon Auth. 100 free projects. Rust Data API for performance.
Elastic AI Search
ESRE (Elasticsearch Relevance Engine) for retrieval-augmented generation. Hybrid vector + keyword search combining traditional full-text with semantic vector search in a single platform.
MongoDB Atlas Vector Search
Vector search built into MongoDB Atlas. Store, index, and query vector embeddings alongside your existing MongoDB data without a separate vector database.
Redis Vector Search
In-memory vector similarity search built into Redis. Ultra-low-latency semantic search, LLM response caching, and real-time recommendations using the world's most popular data store.
Weaviate
Open-source vector database with built-in vectorization, hybrid search (vector + keyword), and GraphQL API. Can be self-hosted or used via Weaviate Cloud.
Chroma
Open-source embedding database designed for AI applications. Simple Python API, runs in-memory or on-disk, and integrates natively with LangChain and LlamaIndex.
Qdrant
High-performance open-source vector database written in Rust. Supports filtering, payload storage, and scalar quantization. Available managed or self-hosted.
Foundation Models & Open Source57
Claude Fable 5
Anthropic's new public flagship — a Mythos-class model that is state-of-the-art on nearly every capability benchmark, from software engineering to scientific research, with safeguards that fall back to Opus 4.8 on sensitive cyber and bio requests.
Hugging Face Hub
The largest AI model hub hosting 1M+ models, 500K+ datasets, and 300K+ Spaces. Central infrastructure for the open-source AI ecosystem with inference API, model hosting, and collaborative development.
NVIDIA NIM
Pre-optimized, containerized inference microservices for deploying AI models. Packages LLMs with TensorRT-LLM optimization into Docker containers with standard API endpoints — deploy optimized Llama, Mistral, and other models with a single Docker pull.
OpenAI Codex
OpenAI's most capable agentic coding model. GPT-5.3-Codex is 25% faster than GPT-5.4 at coding tasks with full multi-step implementation. Codex-Spark runs on Cerebras hardware at 1,000+ tokens/sec for real-time coding.
Gemini Flash
Google's speed-optimized frontier model — 78% SWE-bench, 1M context, ideal for high-volume coding and multimodal tasks.
ERNIE 5.0
Baidu's 2.4 trillion parameter unified multimodal model integrating text, image, video, and audio. Comparable to Gemini-2.5-Pro and GPT-5-High on 40+ benchmarks. Chinese-language leader.
Kimi K2.6
Moonshot AI's current flagship — a 1 trillion parameter MoE model (32B active) with 262K context, native INT4 quantization, and an Agent Swarm system scaling to 300 sub-agents and 4,000 coordinated steps in 12-hour autonomous coding sessions. Open-weights under Modified MIT License. Ranks 2nd on OpenRouter.
Amazon Bedrock
AWS managed platform providing access to ~100 serverless foundation models plus 100+ via Marketplace — Claude, Llama, Mistral, Amazon Nova 2, and more. Nova 2 family (Lite + Pro) supports 1M token context. Nova Forge enables custom frontier model training from Nova checkpoints. RAG-enabled agents with Lambda integration. Enterprise privacy guarantees.
Falcon 3
TII's open-source model family (1B-10B params, 14T tokens). Falcon3-10B leads Hugging Face for models under 13B. Includes multimodal variants, Falcon Arabic, and Falcon-Edge (1-bit) for ultra-low-power deployment.
Mistral Large 3
Mistral's most capable model. 675B total MoE (41B active), 256K context, multimodal. Top open-source coding model on LMArena. Roughly half the cost per token of GPT-5.1. Modified MIT license.
MiniMax M2.7
MiniMax's latest foundation model. Company IPO'd in Hong Kong (Jan 2026, $620M raised). Consumer AI focus with 100M+ users. Backed by Alibaba, Tencent, and Abu Dhabi Investment Authority.
DeepSeek R1
First open-source reasoning model matching OpenAI o1. MIT license. R1-0528 adds JSON output and function-calling. Distilled variants 1.5B-70B. Banned on gov devices in multiple countries.
Command A
Cohere's flagship enterprise model. 111B parameters, 256K context, runs on just 2 GPUs. Matches GPT-4o on enterprise agentic tasks. Includes Translate (23 languages SOTA) and Reasoning variants.
Claude Code
Anthropic's autonomous coding CLI — multi-step coding, debugging, git integration, and MCP tool use, powered by Claude Opus and Sonnet.
Llama 4
Meta's open-weight frontier model family. Maverick: MoE 400B/17B active, 1M context, 1,417 Elo. Scout: 10M context. Most-downloaded open-weight models. Community license (free under 1M MAU).
GPT-5.5
OpenAI's new agentic flagship (April 23, 2026), replacing GPT-5.4. Leads frontier models on Terminal-Bench 2.0 (82.7%), GDPval (84.9%), OSWorld-Verified (78.7%), and FrontierMath Tier 4 (35.4%). Three variants: standard, Thinking, Pro (90.1% BrowseComp). ~1M context. Available now in ChatGPT Plus/Pro/Business/Enterprise; API rolling out in the coming weeks at a reported $5 in / $30 out per million tokens.
Gemini 3.1 Pro
Google DeepMind flagship model (Feb 2026). 94.3% GPQA Diamond (highest ever), 77.1% ARC-AGI-2, #1 on 12+ benchmarks. 1M token context, native multimodal input (text, image, video, audio), Deep Think reasoning mode. Available via Vertex AI Model Garden and Google AI Studio.
Grok 4.1
xAI's flagship model. 2M token context (largest available), 1,483 LMArena Elo, real-time X/Twitter data access. Grok 4 Heavy achieves 50.7% on Humanity's Last Exam.
Muse Spark
Meta's flagship model from Meta Superintelligence Labs — multimodal (voice, text, image), powers Meta AI across WhatsApp, Instagram, Facebook, Messenger, and Ray-Ban glasses
Claude Opus 4.8
A flagship-tier Anthropic model, now positioned just below Claude Fable 5 — sharper uncertainty handling, Dynamic Workflows for hundreds of parallel subagents, and a Fast mode at 2.5-times speed.
Odyssey Agora-1
Learned world model from Odyssey that supports real-time multi-agent shared simulation — up to four humans or AI agents in the same generated environment. Decouples simulation from rendering via a diffusion-transformer architecture. Launched May 19, 2026; targets gaming, robotics, defense, and multi-agent reinforcement learning research.
Claude Opus 4.7
Anthropic's most capable generally available model — leading SWE-bench Verified (87.6%), 3.75 megapixel vision, xhigh effort level, and task budgets for agentic work.
GPT-OSS
OpenAI's first open-weight model (Apache 2.0), 20B+ parameters for on-premise and edge deployments.
CUDA Toolkit
NVIDIA's parallel computing platform and programming model for GPU-accelerated computing. The foundation of the AI software ecosystem — every major framework (PyTorch, TensorFlow, JAX) is deeply optimized for CUDA. Free for all developers.
Claude Mythos Preview
Anthropic's most powerful model — 93.9% SWE-bench Verified, invite-only for cybersecurity defense through Project Glasswing ($100 million initiative with 50+ organizations)
TensorRT-LLM
Open-source library for optimizing large language model inference on NVIDIA GPUs. Powers NIM's performance with automatic batching, quantization (FP8, INT4), KV cache optimization, and multi-GPU scheduling for production deployments.
Gemma 4
Google's open-source model family (1B-27B) with 128K context, strong multilingual support, and on-device deployment.
MLX
Open-source machine learning framework designed specifically for Apple Silicon. Takes advantage of unified memory architecture so CPU, GPU, and Neural Engine share the same memory pool — enabling efficient local inference of large language models on Mac.
Core ML
Apple's on-device machine learning framework for deploying trained models on iPhone, iPad, Mac, Apple Watch, and Apple TV. Supports conversion from PyTorch and TensorFlow via coremltools, and leverages Neural Engine, GPU, and CPU for optimized inference.
Phi-4
Microsoft's small-but-powerful open model family (MIT license). Phi-4 excels at reasoning and math at small size. Variants: Phi-4-multimodal (5.6B, speech+vision+text), Phi-4-mini (3.8B), Phi-4-reasoning (14B). On-device capable.
Apple Intelligence
Privacy-first personal intelligence system built into iOS, iPadOS, and macOS. Features include Writing Tools, Image Playground, Genmoji, notification summaries, and enhanced Siri — processing on-device via Apple Silicon with Private Cloud Compute for complex tasks.
Amazon Nova
Amazon's frontier multimodal model family. Nova Premier for complex enterprise workloads, Nova Lite for cost-optimized multimodal, Nova Micro for fastest/cheapest text-only. Nova Forge SDK (March 2026) enables fine-tuning within Bedrock.
Kimi K2.5
Moonshot AI's 1 trillion parameter MoE model (32B active). 256K context, multimodal (15T mixed tokens). Beats GPT 5.2 on SWE-Bench Multilingual and Claude Opus 4.5 on VideoMMU.
Step 3.7 Flash
StepFun's flagship 198-billion-parameter mixture-of-experts vision-language model with 256,000-token context, 400 tokens-per-second throughput, and Apache 2.0 open weights.
Devstral 2
Mistral's coding specialist. 123B params scoring 72.2% on SWE-bench Verified, claims 7x more cost-efficient than Claude Sonnet. Devstral Small 2 (24B, Apache 2.0) scores 68%. Includes Vibe CLI.
Mistral Small 4
Efficient MoE model — 119 billion total parameters, 128 experts, approximately 6.5 billion active per token, 256,000 token context, Apache 2.0 license
QwQ-32B
Alibaba's reasoning model (Apache 2.0). 32B parameter chain-of-thought specialist. Part of the broader Qwen3.5 family. Competes with larger models on math and logic benchmarks.
Tiny Aya
Cohere open-weight 3.35B-parameter multilingual models for 70+ languages. Regional variants: Global, Earth (Africa/Middle East), Fire (South Asia), Water (Asia-Pacific/Europe). Designed for laptops and edge devices. Apache 2.0 license. Complements Command A for resource-constrained deployment.
tsuzumi 2
NTT's 30B parameter Japanese-optimized model. Runs on a single H100 GPU. Selected for Japan's government Gennai platform serving 180,000 staff.
Aya Expanse
Cohere's open-source multilingual model supporting 23 languages. Now expanded with Aya Vision (multimodal) and Tiny Aya (3.35B, 70+ languages for edge/laptop deployment).
Solar Pro 2
Upstage's 31B parameter model that beats GPT-4.1 on the Artificial Analysis Intelligence Index (score 58). Targeting Korea's first generative AI IPO in H2 2026.
Sarvam-105B
India's sovereign AI model — 105B parameters trained from scratch on government-subsidized GPUs. Supports all 22 official Indian languages. Competitive with global benchmarks.
Oracle OCI AI
Oracle Cloud Infrastructure AI services. GPU supercluster partnership with NVIDIA, enterprise AI applications, and Cerner health AI. Major cloud competitor for AI training workloads.
Jamba
AI21 Labs' hybrid SSM-Transformer model optimized for long-context enterprise applications. Available on Amazon Bedrock. Efficient architecture for high-throughput production workloads.
CoreWeave Cloud
Leading GPU cloud infrastructure for AI/ML. Largest independent GPU fleet (NVIDIA-backed). Purpose-built for AI training and inference with bare-metal performance at cloud scale.
Liquid LFM
Liquid Foundation Models (LFM) — open-weight mixture-of-experts models engineered for on-device inference. Current flagship LFM2.5-8B-A1B has 8 billion total parameters with roughly 1 billion active per token, was pretrained on 38 trillion tokens, and runs with a 128,000-token context window on a laptop or a flagship smartphone via llama.cpp, MLX, vLLM, SGLang, or ONNX. Open-weight with no use restrictions; ideal when you need flagship-mini quality at the edge instead of in a hyperscaler data center.
Ling-2.6 (Ant Group)
Ant Group / InclusionAI's 1 trillion parameter open-weights model under MIT license — hybrid MLA + Linear Attention, 262,144-token context, 72.2 on SWE-bench Verified.
ZAYA1-8B
Open-weight 8.4 billion-parameter mixture-of-experts model from Zyphra with only 760 million active parameters at inference. Matches DeepSeek-R1 on AIME 2026 (89.1) and HMMT (71.6); competitive with Claude Sonnet 4.5 on reasoning. First frontier-quality math model trained entirely on AMD Instinct MI300X. Apache 2.0 license.
GLM-5
Zhipu AI's 744B MoE model (256 experts, 44B active). 200K context, MIT license. Trained entirely on Huawei Ascend chips with zero NVIDIA dependency. Zhipu IPO'd in Hong Kong ($558M).
Claude Opus 4.6
Anthropic's flagship model. 1M token context (GA March 2026), OSWorld 72.7%, MRCR v2 78.3%. $5/$25 per million tokens. Powers Claude Code for agentic coding workflows.
Galaxy AI
Samsung's on-device AI suite built into Galaxy smartphones. Live Translate, Circle to Search, Chat Assist, Note Assist, and Generative Edit. Runs locally on Samsung Gauss models.
Nova Forge SDK
Amazon platform for building custom frontier models from Nova checkpoints using proprietary data. Mix your enterprise data with Nova foundation weights to create specialized models — unique among cloud providers. Includes training, evaluation, and deployment tools within AWS Bedrock.
Joint Embedding Predictive Architecture (JEPA) framework for building world models that learn abstract representations — an alternative paradigm to autoregressive LLMs.
Sakana AI Foundation Models
Japan-optimized AI models for manufacturing and enterprise applications. Built by Transformer paper co-author Llion Jones. Efficiency-focused approach inspired by natural swarm intelligence.
Tencent Hunyuan
Multimodal foundation model family powering AI across Tencent's ecosystem (WeChat, QQ, Tencent Cloud). Supports text generation, image creation, and video understanding for 1.3B+ WeChat users.
MAI-Thinking-1
MAI-Thinking-1 is Microsoft's first in-house frontier reasoning model, unveiled at Build 2026. A roughly 35-billion-parameter model with a 256K-token context window, Microsoft says it matches Anthropic's Claude Opus 4.6 on the SWE-Bench Pro coding benchmark. It is the flagship of a new family of seven first-party MAI models and is in private preview on Azure AI Foundry.
Flourish is a New York research lab building brain-inspired "Cortex AI" models aimed at radical energy efficiency — targeting roughly 20 to 50 watts versus the hundreds drawn by today's AI accelerators. Co-founded by Internet Explorer creator and CTRL-labs founder Thomas Reardon, it emerged from stealth in 2026 with $500 million at a $2.5 billion valuation, backed by Jeff Bezos. No commercial product yet.
Accessibility & Assistive AI1
Be My Eyes
Free mobile app connecting blind and low-vision users to AI vision (Be My AI, GPT-4-powered) and a 10-million-strong network of sighted volunteers; integrated into Ray-Ban Meta and Oakley Meta smart glasses.
Agent Frameworks & Orchestration2
OpenClaw
Free, open-source autonomous AI agent with 247,000+ GitHub stars. Runs locally, uses messaging platforms as UI. LLM-agnostic, 100+ built-in skills, persistent memory, proactive scheduling, extensible via ClawHub.ai marketplace.
NVIDIA NeMo
Open-source end-to-end framework for building, customizing, and deploying generative AI models. Includes NeMo Curator (data), Customizer (fine-tuning), Guardrails (safety), and Evaluator.
Agent Frameworks & Automation7
Google Antigravity
Agent-first IDE (VS Code fork). Manager View dispatches 5+ agents simultaneously. Artifacts, multi-model support. Free for individuals.
AWS Kiro
AI-native IDE built on Code OSS with spec-driven development (EARS notation), agent hooks, native MCP, steering files, and GovCloud availability.
Mistral Vibe CLI
Open-source terminal coding agent powered by Devstral 2 with custom subagents (TOML config), slash-command skills, MCP support, and on-premise deployment.
Continue.dev
Pivoted from IDE extension to Continuous AI — open-source CLI running async agents on every PR. GitHub/Sentry/Snyk integration. Free.
Ollama
Most popular local model runner. One command to download and run LLMs locally. v0.18.2 with web search, cloud models, Windows ARM64. REST API.
Aider
Open-source git-integrated AI coding CLI. Every AI change auto-committed with explanatory message. Works with any LLM. Apache 2.0.
Goose
Open-source MCP-native coding agent by Block, donated to Linux Foundation AAIF. Model-agnostic, Desktop + CLI. 29,400+ GitHub stars. Apache 2.0.
AI Coding & Developer Tools19
Windsurf
AI-native IDE with Cascade for agentic multi-file editing. Generous free tier with AI autocomplete, chat, and coding assistance. Major competitor to Cursor. Supports VS Code and JetBrains.
Cursor
AI-native code editor with Composer for agentic multi-file coding, embedded browser testing, and custom AI models. $2 billion+ ARR, 1 million+ daily active users, used by over half the Fortune 500. Supports GPT, Claude, and Gemini models. SpaceX secured a $60 billion option to acquire Cursor in April 2026.
Gemini CLI
Open-source AI coding agent from Google. Routes between Gemini 3.1 Pro and Flash models. 1M token context, plan mode, subagent support, parallel tool scheduling. Free daily limit.
Codex Security
OpenAI's dedicated security agent — scans codebases for vulnerabilities, suggests contextual fixes, integrates with CI/CD pipelines (part of Codex Pro $100/month)
Replit AI
Cloud IDE with Ghostwriter AI assistant and Replit Agent for building full applications from natural language. AI-powered code generation, debugging, and one-click deployment. 30M+ developers.
Magic Code
AI coding assistant with 100M+ token context windows for understanding entire codebases. Google Cloud partnership provides dedicated supercomputer infrastructure for training.
Semble
Open-source code search library purpose-built for AI coding agents — 98% fewer tokens than grep-plus-read at higher recall, with sub-2-millisecond query latency.
Augment Code
Enterprise AI coding assistant with SOC 2 Type II compliance and on-premise deployment. Backed by Eric Schmidt. Designed for large development teams with strict security requirements.
Poolside Code
AI coding foundation model built specifically for software engineering. Founded by ex-GitHub VP Jason Warner. Trained on code with reinforcement learning from code execution.
Figma Make
AI prompt-to-code tool that turns text descriptions or designs into working React/Tailwind prototypes. AI agents write directly to Figma files using design system components, variables, and tokens. Code Connect UI maps designs to GitHub repos.
GitLab Duo
AI-powered DevSecOps suite with code suggestions, vulnerability resolution, test generation, and autonomous Planner Agent. Works across the full software development lifecycle in a single platform.
JetBrains AI Assistant
AI coding assistant integrated across all JetBrains IDEs. Features code completion, explanation, refactoring, Recap, Insights, Next Edit Suggestions, and Claude Agent integration.
Tabnine Enterprise
Privacy-first AI code completion with on-premise deployment for regulated industries. Custom model fine-tuning on proprietary code. Supports 80+ languages across VS Code, JetBrains, and Neovim.
Reflection AI
Open-source frontier AI lab building large-scale Mixture-of-Experts models with reinforcement learning, focused initially on autonomous coding. Founded by ex-DeepMind researchers; raised $2 billion in October 2025. Selected by the Pentagon in May 2026 for IL6/IL7 classified-network deployment alongside NVIDIA, Microsoft, and AWS.
AlphaEvolve
Google DeepMind's Gemini-powered coding agent that autonomously designs and optimizes algorithms via evolutionary search — deployed across quantum, genomics, logistics, and Google's own infrastructure.
Mojo
Modular's AI-native programming language — Python superset that targets CPUs, GPUs, and AI accelerators from a single codebase. Hit 1.0 Beta on May 7, 2026.
MAI-Code-1-Flash
MAI-Code-1-Flash is Microsoft's lightweight, in-house coding model built end-to-end for GitHub Copilot. Microsoft says it outperforms Anthropic's Claude Haiku 4.5 across its coding benchmarks — including a roughly 16-point lead on SWE-Bench Pro (51 percent versus 35 percent) — while using up to 60 percent fewer tokens. An adaptive-thinking mechanism scales reasoning effort to task complexity, and it rolls out to Visual Studio Code Copilot users via the model picker.
North Mini Code
Cohere's first agentic coding model and first open-weights release — a 30 billion-parameter mixture-of-experts design (3 billion active) with a 256K context, Apache 2.0 weights on Hugging Face.
Kimi Code
Moonshot AI's open-source coding tool with integrations for terminals, VS Code, Cursor, and Zed. Companion to the Kimi K2.5 model.
AI Infrastructure48
Terafab
Tesla/SpaceX/xAI/Intel joint-venture chip foundry announced March 2026. $20-25 billion investment targeting 1 terawatt of AI compute output per year — the silicon backbone for FSD, Optimus, Dojo3, xAI training, and SpaceX orbital compute.
Starlink V3 + AI1 Orbital Data Centers
SpaceX's third-generation satellite platform — 1 Tbps per satellite, terabit-class laser mesh, 60 per Starship launch — designed to double as distributed orbital AI compute nodes. January 2026 FCC filing requests up to 1 million satellites functioning as orbital AI data centers.
Cisco Secure AI Factory with NVIDIA
Cisco's validated reference architecture for mass-scale AI data centers, co-engineered with NVIDIA. Combines Silicon One networking chips (G300 scale-out, P200 scale-across), 8000 Series and N9100/N9300 switches, and Hypershield security with NVIDIA accelerated computing — designed to connect AI accelerators scale-up in the rack, scale-out across rows, and scale-across between data centers hundreds of kilometers apart.
Scale AI
AI data infrastructure platform providing data annotation, model evaluation, and deployment services for enterprises and government. Remotasks and Outlier platforms for expert human feedback at scale.
Groq Cloud
Ultra-fast AI inference platform powered by custom LPU chips. Fastest token generation speeds in the industry for real-time applications. API access to major open-source models.
watsonx
IBM enterprise AI platform spanning model training (watsonx.ai), data management (watsonx.data), and AI governance (watsonx.governance). Granite open-source models. ISO 42001 certified for regulated industries.
Dell AI Factory
End-to-end AI server and infrastructure platform from the #1 AI server vendor. PowerEdge servers, networking, and storage optimized for NVIDIA GPU workloads with $64B in AI orders (FY2026).
Together AI
AI inference and training platform for open-source models. Fast, low-cost inference for Llama, Mistral, and other models. Fine-tuning and custom training services.
Databricks AI
Unified data intelligence platform combining data lakehouse with AI/ML. Includes Mosaic ML for model training, DBRX open model, and Unity Catalog for AI governance. Used by 10,000+ organizations.
Snowflake Cortex AI
AI/ML suite built into the Snowflake data cloud. Provides serverless LLM functions, vector search, fine-tuning, and ML model training directly within the data platform without moving data.
Baseten
High-performance AI model inference infrastructure backed by NVIDIA ($150M). Deploy, serve, and scale AI models in production with optimized GPU utilization and auto-scaling.
Datadog LLM Observability
Monitor AI application performance, cost, and quality. Tracks LLM calls, token usage, latency, and error rates. Bits AI copilot provides natural language querying across all observability data.
Passage
Photonic interconnect chip that uses light instead of electricity to connect AI processors in data centers. Dramatically reduces power consumption and latency for AI training and inference workloads.
XFRA
Distributed AI inference data center built from 16-GPU NVIDIA Blackwell compute nodes installed in homes and small commercial sites, using Span Panel headroom and the XSOL orchestration layer to deliver gigawatt-scale capacity faster and cheaper than centralized buildouts.
OpenRouter
Multi-model API gateway routing requests across 400+ LLMs from Anthropic, Google, OpenAI, xAI, DeepSeek, and others. Unified API, consolidated billing, and a public model leaderboard.
Ascend 950PR
Huawei's latest AI accelerator. 1.56 PFLOPS FP4, featuring Huawei's in-house HBM memory. Claims 2.8x H20 performance. Part of roadmap targeting 4 zettaflops by 2028.
Cloudflare Workers AI
Serverless GPU inference platform running AI models at 300+ global edge locations. Supports text generation, image classification, embeddings, and speech recognition with zero cold starts.
Docker Hub & MCP Catalog
World's largest container registry with millions of images including AI/ML frameworks. MCP Catalog offers 300+ verified AI server containers for the Model Context Protocol ecosystem.
Lambda Cloud
On-demand NVIDIA H100 and A100 GPU cloud optimized exclusively for AI workloads. Pre-installed AI software stacks, persistent storage, and high-speed networking for training and inference.
Supermicro GPU Servers
Liquid-cooled GPU rack solutions optimized for NVIDIA H100/H200/B200 AI workloads. #2 AI server vendor globally. Purpose-built for AI data center power density and thermal requirements.
IonQ Forte
Leading trapped-ion quantum computer. 36-qubit system demonstrated practical quantum advantage (12% over classical HPC). Roadmap to 256 qubits (2026).
AMD Instinct
AMD's datacenter AI accelerator line. Currently shipping the MI355X (CDNA 4, 288 GB HBM3e, 8 TB/s); MI400 series (MI430X / MI440X / MI455X) announced at CES 2026 to compete with NVIDIA Vera Rubin. Major customer wins: Oracle Cloud (130k+ MI355X cluster), Microsoft Azure, OpenAI 6 GW supply deal, Meta, xAI.
AMD ROCm
AMD's open, permissively-licensed AI compute software stack — the deliberate counterweight to NVIDIA's CUDA moat. Currently ROCm 7.2.2; bundles vLLM 0.10.1; vLLM CI pass rate jumped from 37% (Nov 2025) to 93% (Jan 2026), the most-cited proof point of its maturation. Native PyTorch on Windows + Linux now in public preview.
AMD Ryzen AI
AMD's on-device client-AI platform. Ryzen AI Max+ 395 (Strix Halo, January 2025) hits 50 TOPS NPU and 126 TOPS system-wide via the XDNA 2 architecture, with up to 128 GB unified memory enabling local inference of models up to ~70 billion parameters. Copilot+ PC certified. Ryzen AI 400 series announced at CES 2026.
AMD EPYC AI
AMD's server CPU line for AI inference. Currently shipping EPYC 9005 "Turin" (Zen 5, full-width AVX-512 with VNNI/BF16/FP16). Venice (Zen 6) launches H2 2026: TSMC 2nm, up to 256 cores / 512 threads, 1.6 TB/s memory bandwidth, ~1.7x perf vs Turin. The CPU-side companion to the new x86 ACE matrix-AI standard AMD co-authored with Intel.
NVIDIA Vera CPU
NVIDIA's first CPU purpose-built for agentic AI workloads — architected to pair with GPU inference for autonomous agents that behave like users. CEO Jensen Huang has positioned Vera as a new $200 billion total addressable market alongside the existing GPU business; $20 billion in standalone sales already booked year-to-date.
Circle Agent Stack
Open-source primitives from Circle (USDC issuer) that let autonomous AI agents hold, discover, and spend USDC across blockchains — Circle CLI, Agent Wallets, Agent Marketplace, and gas-free Nanopayments down to one-millionth of a dollar.
Cerebras Inference
AI inference platform powered by wafer-scale processors. Sub-second responses for models up to 70B parameters. The fastest inference for large language models.
Samsung Mach-1
Samsung's AI inference accelerator for edge computing. Part of Samsung's broader AI factory initiative with 50,000+ GPUs and $14.3B R&D center for AI semiconductors.
Broadcom Tomahawk 5
Industry-leading 51.2 Tbps Ethernet switch ASIC powering AI data center fabrics. Supports 800GbE ports for GPU cluster interconnects and large-scale AI training networks.
VMware Private AI Foundation
Enterprise platform for deploying generative AI on private infrastructure. Integrates GPU virtualization, Kubernetes orchestration via Tanzu, and curated open-source LLMs from NVIDIA and partners.
ASML EUV Lithography
Extreme ultraviolet lithography systems — the only machines capable of manufacturing advanced AI chips at 3nm and below. Used by TSMC, Samsung, and Intel to fabricate every cutting-edge AI accelerator.
Extropic TSU
Thermodynamic Sampling Unit — a novel AI chip using probabilistic bits (p-bits) for more efficient AI computation. First working thermodynamic computing chip unveiled October 2025.
Fly.io GPU Machines
Global edge container platform with GPU instances for AI inference. Persistent VMs in 30+ regions, WebSocket support, and private networking. Ideal for real-time AI applications requiring low latency.
G42 Cloud
AI and cloud computing platform serving the Middle East. Building Stargate UAE (5GW AI campus) with OpenAI, Oracle, NVIDIA. Arabic-language AI models and regional AI infrastructure.
HPE GreenLake for AI
Enterprise AI cloud platform with Cray supercomputers, GPU-optimized servers, and as-a-service AI infrastructure. Supports AI training and inference workloads for large enterprises.
Intel Gaudi 3
AI accelerator designed for training and inference workloads. Competes with NVIDIA GPUs. Available in major cloud platforms. Panther Lake NPUs deliver 50 TOPS for on-device AI.
Micron HBM3e
High Bandwidth Memory chips powering AI accelerators including NVIDIA H200 and AMD MI300X. ~20% global HBM market share. Critical memory technology for AI training and inference.
NuScale VOYGR SMR
Small Modular Reactor power plant for AI data centers. Factory-built 77 MW modules, scalable to 924 MW. 6 GW TVA deal. First commercial deployments expected 2027-2030.
Oklo Aurora Microreactor
Compact fast fission microreactor for AI data centers. Uses recycled nuclear fuel. 12 GW deal with Switch. Sam Altman-backed. NRC certification under review.
Railway Cloud
Modern PaaS with instant deployment, built-in PostgreSQL/MySQL/Redis/MongoDB, persistent servers, and GPU instances. Usage-based pricing ideal for AI APIs and agent systems.
Render Cloud
Simple full-stack hosting with free tier including PostgreSQL, Redis, and background workers. Auto-deploy from GitHub. Modern Heroku alternative popular with AI application builders.
ARM AI Processors
ARM chip architectures power most mobile AI inference globally. Neoverse server CPUs gaining data center traction. SoftBank majority-owned. Vision Fund portfolio includes dozens of AI startups.
Tenstorrent Wormhole
RISC-V-based AI accelerator designed by Jim Keller (AMD Zen, Apple A-series architect). Open-source hardware architecture as alternative to NVIDIA GPUs. Chiplet-based flexible scaling.
TSMC Advanced Foundry
World's most advanced semiconductor foundry. Fabricates 90%+ of cutting-edge AI chips (NVIDIA, AMD, Apple, Broadcom, Google). 3nm process for current and 2nm for next-gen AI accelerators.
Intel Crescent Island
Intel's Crescent Island is a data-center GPU built for AI inference on the Arc Xe3P architecture, with partner cards carrying up to 480 gigabytes of cost-optimized LPDDR5X memory instead of scarce high-bandwidth memory. Air-cooled at 350 watts and aimed at undercutting NVIDIA and AMD on inference cost. Expected to launch in the second half of 2026.
Supabase MCP Server
Supabase's official Model Context Protocol (MCP) server connects AI coding agents — Cursor, Claude, Windsurf, GitHub Copilot, and Cline — directly to a Supabase backend. It exposes more than 20 tools for querying the database, managing schemas and migrations, deploying edge functions, handling storage, and reading debug logs, all in natural language. The hosted server at mcp.supabase.com uses OAuth 2.1, so there are no API keys to manage.
Enflame CloudBlazer is the family of data-center AI accelerators from Shanghai chipmaker Enflame, built on its in-house DTU (Deep Thinking Unit) architecture with separate training and inference lines. Positioned as a domestic Chinese alternative to NVIDIA's data-center GPUs, it is backed by Tencent and tied to Enflame's mid-2026 Shanghai STAR Market IPO.
Autonomous Vehicles1
NVIDIA DRIVE
End-to-end autonomous vehicle platform. DRIVE Orin (254 TOPS, in production) and DRIVE Thor (2,000 TOPS, next-gen). Used by Mercedes, BMW, BYD, Hyundai. Over $20 billion pipeline.
Climate & Weather AI1
WeatherMesh
AI weather forecasting from WindBorne Systems. The WeatherMesh model — trained on data from a global fleet of long-duration weather balloons — delivers hourly, 3-kilometer forecasts that beat the world's top numerical weather model on multi-day accuracy.
AI Coding Assistants1
Amazon Q Developer
AWS AI coding assistant (rebranded from CodeWhisperer). Code suggestions, chat, code transformation (Java/NET upgrades), AWS infrastructure debugging, security scanning. Generous free tier.
Computer Vision1
SAM 2 (Segment Anything)
Open-source foundation model for zero-shot image and video segmentation. Segment any object with a click, box, or text prompt. Real-time video tracking with occlusion handling. Apache 2.0 license.
Developer Tools2
PyTorch
Dominant open-source ML framework. Originally created by Meta AI Research, now governed by the Linux Foundation. Dynamic computation graphs, GPU-accelerated training, massive ecosystem (Hugging Face, Lightning). BSD license.
database.build
database.build (formerly postgres.new) is Supabase's in-browser Postgres sandbox with an AI assistant. Powered by PGlite — a WebAssembly build of Postgres that runs entirely in the browser — it lets you spin up unlimited databases, describe what you want in natural language to scaffold tables, drag and drop a CSV to auto-generate schema, and query with SQL. Version 2 adds bring-your-own-LLM support. It is free and open source.
Edge AI & Hardware1
NVIDIA Jetson Orin
Dominant edge AI computing platform. Orin Nano ($499, 67 TOPS) through AGX Orin (275 TOPS). Powers robotics, autonomous machines, and on-device AI.
Foundation Models & Open Source1
Nemotron
NVIDIA's open-weight LLM family (340 billion to 4 billion parameters). Nemotron-4 Reward model widely used for synthetic data scoring. Llama-Nemotron-70 billion outperformed GPT-4o on key benchmarks.
Admin & IT AI2
ServiceNow AI
Enterprise workflow AI platform automating IT service management, HR operations, and business processes with intelligent agents, predictive analytics, and natural language interfaces.
UiPath AI
Robotic process automation (RPA) platform with AI capabilities for automating high-volume business processes like invoice processing, data entry, HR workflows, and compliance tasks.
AEC AI12
Esri ArcGIS AI
GIS platform with embedded generative AI — natural-language query of spatial data, automated feature extraction from imagery, and predictive analytics for utilities, government, and infrastructure.
Skydio
Autonomous drones for industrial inspection, public safety, and defense — Skydio's flight-stack AI handles obstacle avoidance, path planning, and target tracking without a pilot in the loop. Widely used for bridge, transmission-line, and building-envelope inspection.
DroneDeploy
Drone software platform for surveying, mapping, and construction site monitoring. AI-powered photogrammetry turns drone flights into 2D orthomosaics, 3D models, and progress reports tied to BIM.
Pix4D
Photogrammetry software for drone mapping, surveying, agriculture, and construction. AI-driven structure-from-motion turns aerial imagery into orthomosaics, digital surface models, and 3D point clouds.
OpenSpace
360° construction site capture with AI that automatically maps photos to BIM coordinates, tracks progress, and surfaces deviations between as-built reality and the design model. Used by ENR Top 400 contractors.
Buildots
AI-powered construction progress tracking — captures site walks via 360° helmet cameras, then compares as-built reality to the BIM schedule to flag delays and rework risk before they cascade.
Autodesk Forma
Generative-design platform for early-stage architecture — site planning, daylight, wind, and parametric massing analysis. Acquired Spacemaker in 2020.
Autodesk Revit + Insight
Industry-leading BIM platform with AI-powered building performance analytics — energy, daylight, and structural analysis via Autodesk Insight.
AutoCAD AI
Industry-standard CAD with embedded AI features — Smart Blocks for auto-suggested block placement and Markup Import using vision AI to interpret hand-drawn redlines.
Bentley iTwin
Civil and infrastructure digital-twin platform with AI-driven analytics — used for bridges, transit, water, and utility projects at major infrastructure firms.
TestFit
Generative-design platform for real-estate developers and architects — auto-generates building configurations optimized for FAR, parking ratios, and unit mix.
Trunk Tools
Construction-document AI for active job sites — automates RFI responses, submittal review, and safety analysis from project documents.
Agriculture AI4
The Climate Corporation
Bayer's AI-powered crop analytics platform helping farmers optimize planting dates, fertilization rates, and harvest timing with field-level precision farming insights.
Prospera
Computer vision and AI platform monitoring crop health, detecting pests, and estimating yields in real time from cameras and sensors deployed throughout agricultural fields.
Taranis
Aerial intelligence platform combining drone imagery, satellite data, and AI to give farmers detailed field-level crop health insights and early disease detection.
Trimble Agriculture
Precision agriculture platform combining GPS guidance, field management software, and AI analytics to optimize farm operations, input usage, and harvest logistics.
Cybersecurity AI11
CrowdStrike Falcon
AI-native cybersecurity platform providing endpoint detection and response (EDR), threat intelligence, and proactive threat hunting across enterprise environments worldwide.
Darktrace
Self-learning AI platform that models normal behavior across enterprise environments and autonomously neutralizes novel cyber threats in real time without predefined rules.
SentinelOne AI
AI-powered endpoint protection platform using behavioral AI to prevent, detect, and respond to ransomware, malware, and advanced persistent threats at machine speed.
Charlotte AI
Agentic AI security analyst with AgentWorks, AI Runtime Protection, and Shadow AI Discovery for autonomous threat detection and response.
Cortex XSIAM
AI-native security operations platform replacing traditional SOCs with agentic AI, federated search, and autonomous investigation capabilities.
Purple AI
AI security analyst offering one-click Auto Investigation with autonomous evidence gathering, attack timeline construction, and analyst-in-the-loop governance.
Wiz Cloud Security
Cloud security platform using AI to analyze configurations, workloads, and identities across multi-cloud environments. Security Graph visualizes complex attack paths.
Cisco AI Defense
Cisco's platform for securing the AI applications, models, and agents enterprises build and run. Algorithmic red-teaming and runtime guardrails (with NVIDIA NeMo Guardrails integration), model and MCP-server scanning for poisoned data and malicious tools, and real-time inspection of agentic traffic for memory poisoning, tool misuse, and intent hijacking. Includes the open-source DefenseClaw agent framework and MCP Scanner.
Cisco Hypershield
Cisco's distributed, AI-native security architecture for AI-scale data centers. Pushes enforcement into the Linux kernel via eBPF (from the Isovalent acquisition) and into the fabric through N9300 Smart Switches with DPUs. Autonomous Segmentation learns application behavior to automate policy, and self-qualifying updates validate policy changes against a digital twin before applying them.
Ocean
AI-native email security platform — Ocean's "Ray" investigation engine analyzes every incoming email in real time using a custom small language model, flagging fraud, impersonation, and AI-driven phishing. Used by Kayak, Kingston Technology, and Headspace.
ActiveAI Platform
Self-learning AI security platform providing autonomous detection, response, and recovery — learning normal patterns for every user, device, and system to detect deviations.
Education AI6
Duolingo AI
AI-powered language learning app with over 600 million users, using adaptive algorithms, pronunciation analysis, and generative AI to deliver personalized lessons at every level.
Khanmigo
Khan Academy's AI tutor providing Socratic guidance to students and lesson planning assistance to teachers, offering personalized learning support free of charge for students worldwide.
Duolingo Max
AI-powered language learning platform with 40+ courses. Features AI roleplay conversations, explain-my-answer, personalized lessons via Birdbrain AI engine, and speech recognition across 100M+ monthly users.
Gradescope
AI-assisted grading platform by Turnitin helping professors and teaching assistants grade assignments, exams, and programming submissions faster and more consistently at scale.
Synthesis
AI-driven problem-solving and critical thinking platform originally developed for SpaceX's children, now helping K-12 students globally build mathematical reasoning and analytical skills.
CheggMate
AI-powered learning assistant built in partnership with OpenAI. Provides homework help, step-by-step explanations, tutoring, and writing assistance for college students.
Energy AI2
Uplight
AI-powered energy intelligence platform helping utilities engage customers, manage demand response programs, and accelerate the clean energy transition with behavioral analytics.
AspenTech
Industrial AI software for energy and chemical companies optimizing refinery operations, asset performance management, and supply chain efficiency with machine learning models.
Finance AI25
Palantir AIP
Enterprise AI platform integrating large language models with operational data, deployed in financial services, healthcare, and defense for real-time decision intelligence.
AlphaSense
AI market intelligence platform used by investment banks, hedge funds, and corporations to research companies, analyze earnings calls, and surface insights from millions of documents.
Agentic Wallets
AI-controlled cryptocurrency wallets that independently hold, trade, stake, and rebalance crypto without human approval — one of the first autonomous AI agents in financial services.
Intuit Assist
Agentic AI platform powering TurboTax, QuickBooks, and Credit Karma with specialized agents — Business Tax AI, Customer AI, and Accounting AI — saving businesses up to 12 hours/month.
Robinhood Agentic Trading
First retail-facing brokerage to expose live stock trading to third-party AI agents over the Model Context Protocol (MCP). Separate AI-agent account funded from a dedicated wallet, with user approval on high-impact actions and Robinhood fraud-detection oversight.
Tractable
AI for auto and property claims assessment, enabling insurers to evaluate vehicle and property damage from photos within seconds rather than the traditional weeks-long process.
Lemonade AI
AI-first insurance company using chatbots and machine learning to provide instant homeowners, renters, pet, and life insurance with automated claims paid in seconds.
Morgan Stanley AI @ Morgan Stanley
Internal AI assistant deployed firmwide to Morgan Stanley wealth advisors — generative-AI-powered access to 100,000+ research reports, client-meeting prep tools, and email/document drafting. The most-publicized example of a major wealth manager rolling out an AI copilot at scale.
Wealthfront
Direct-to-consumer robo-advisor — automated portfolio management, tax-loss harvesting, and AI-driven cash management for retail investors. $50+ billion in assets under management; the longest-running robo-advisor still operating independently after acquisition attempts.
Betterment
Robo-advisor and digital wealth platform with AI-driven portfolio construction, automated rebalancing, and tax-loss harvesting. Serves both retail investors and 401(k) plans (Betterment for Business) plus offers a B2B platform (Betterment for Advisors) for human RIAs.
Orion Advisor Tech
RIA tech platform serving registered investment advisors with AI-augmented portfolio management, financial planning, CRM, compliance, and client reporting. Manages $3+ trillion in assets across thousands of advisor firms.
eMoney Advisor
Financial planning platform owned by Fidelity — AI-driven cash flow analysis, retirement scenario modeling, and goal-based planning workflows used by independent RIAs and Fidelity-affiliated advisors. ~95,000 advisors; widely cited as the leading retail planning software.
Bloomberg AI
AI features integrated across the Bloomberg Terminal — earnings-call summaries, document Q&A, and Bloomberg-trained financial NLP models.
BlackRock Aladdin AI
Portfolio management and risk-analytics platform with AI-driven insights — used by major asset managers, pension funds, and insurance companies.
NICE Actimize
AI platform for anti-money-laundering, fraud detection, and financial-crime compliance used by global banks and broker-dealers.
Verisk AI
Insurance analytics platform with AI for underwriting, claims, fraud detection, and catastrophe modeling — embedded across most US P&C carriers.
Guidewire AI
Insurance core-system platform (PolicyCenter, ClaimCenter, BillingCenter) with embedded AI for underwriting decisions and claims automation.
Shift Technology
AI-powered insurance fraud detection and claims-decisioning platform used by global P&C and health insurers.
Vertafore AI
Insurance agency-management platform with AI features for client retention, document automation, and producer productivity.
Applied Epic AI
Agency management system from Applied Systems with embedded AI for policy management, client communications, and producer workflow.
Xero AI
Cloud-based accounting platform for small businesses with embedded AI features for transaction categorization, invoice automation, and cash-flow forecasting.
Sage Copilot
AI assistant embedded across Sage accounting and ERP platforms — automates bookkeeping, invoice processing, and financial reporting.
Vic.ai
Invoice processing and accounts-payable automation AI for accounting firms and finance teams — handles coding, approval routing, and exception management.
MindBridge
AI-powered audit and risk-analytics platform — analyzes 100% of transactions for anomalies, used by audit firms and corporate finance teams.
JPMorgan LLM Suite
Enterprise AI platform used by 200,000 JPMorgan employees daily. 450+ AI use cases in fraud detection, risk modeling, trading, credit underwriting, and regulatory compliance.
Government AI6
Palantir Gotham
Government intelligence and operations platform used by defense and intelligence agencies for data integration, mission planning, threat analysis, and battlefield logistics support.
Maven Smart System
Palantir AI-powered battlefield intelligence platform integrating computer vision, multi-source intelligence fusion, natural language querying, and targeting support. $1.3B contract ceiling. Adopted by NATO and US Army. Built on Palantir AIP + Foundry data ontology.
Lattice
AI autonomy platform integrating sensor data for autonomous awareness, tracking, and response across large geographic areas. Selected as common C2 platform in $20B Army contract.
Anduril Lattice
Defense AI operating system unifying autonomous sensors, drones, and command-and-control systems for the US and allied militaries.
Casebook
Case-management platform for human services agencies — supports caseworkers in child welfare, homelessness, and family services with AI-assisted documentation and outcomes tracking.
Bonterra
Case management and impact platform for nonprofits, foundations, and government agencies — AI features for program reporting, donor engagement, and outcome measurement.
Digital Therapeutics AI35
Tempus AI
Clinical AI platform analyzing genomic and molecular data to help oncologists select the most effective targeted therapies for individual cancer patients.
Aidoc
AI radiology triage platform with 30 FDA-cleared tools. First comprehensive foundation model AI triage detecting 14 critical findings from a single abdominal CT with 97% sensitivity.
Viz.ai
Medical AI platform detecting time-sensitive conditions from imaging. Nearly 2,000 hospitals, 230 million lives covered. FDA-cleared tools for stroke, hemorrhage, pulmonary embolism, and more.
Dragon Copilot
Microsoft clinical AI assistant (formerly Nuance DAX) that listens to patient-physician encounters and auto-generates SOAP notes, visit summaries, referral letters, and after-visit instructions. Agentic capabilities handle prior authorizations and medication refills. Deployed at 600+ health systems.
Neuralink N1
Brain-computer interface implant with ~20 patients. 1,024 electrode threads, 9+ bits/sec cursor control. Blindsight visual cortex device has FDA Breakthrough designation.
Hinge Health
Digital MSK platform — smartphone-based exercise programs, AI motion tracking, and care navigators for back, neck, joint, and pelvic-floor pain. Covers 19+ million people through employer benefit programs and is the dominant digital-first physical-therapy alternative.
Kaia Health
AI-driven digital therapeutics for back pain, knee pain, and COPD pulmonary rehab. Smartphone motion tracking provides exercise feedback comparable to a physical therapist. FDA-cleared for several indications and deployed across major US and European employer health benefits.
PathAI
Digital pathology AI with FDA-qualified tools for clinical trials (AIM-MASH) and diagnostics (AISight Dx). Breakthrough Device Designation for dermatopathology (March 2026). Deployed at Labcorp.
Recursion Pharmaceuticals
AI-driven drug discovery company using biology-scale datasets and machine learning to identify novel treatments, compressing the drug development timeline from 12 years to 4-5.
SWORD Health
AI virtual physical therapy with FDA-cleared motion-sensor technology and licensed PT supervision. Delivers in-clinic-quality care across MSK, women's health (Bloom), and post-surgical rehab to thousands of employer and health plan partners covering millions of members.
CarePredict
Wearable AI for activity, fall, and behavior-pattern monitoring in skilled nursing, assisted living, and home settings. ML models on continuous accelerometer data detect routine changes that predict urinary tract infection, falls, and depression days to weeks ahead of human observation.
Inspiren
AI vision platform (AUGi) for senior-living facilities — tracks falls, exit-seeking, and clinical events from in-room cameras without requiring residents to wear devices. Used by Brookdale, Atria, and other large senior-living operators across thousands of resident rooms.
SandboxAQ Large Quantitative Models
Simulation-grade physics and chemistry models (quantum chemistry, molecular dynamics, microkinetics) exposed through Claude as a conversational interface for drug discovery and materials science. Spun out of Alphabet in 2022; led by CEO Jack Hidary. Claude integration shipped May 2026.
Synchron Stentrode
Endovascular brain-computer interface — no open brain surgery. ~10 patients, COMMAND trial met safety endpoint. First BCI to control Apple Vision Pro.
Precision Layer 7
Thin-film cortical interface with 1,024 electrodes placed on brain surface without penetrating tissue. FDA 510(k) cleared. Medtronic partnership.
Insilico Medicine
AI-driven drug discovery platform (Pharma.AI suite) covering target identification, generative chemistry, and clinical-trial design. Has multiple AI-discovered candidates in Phase II clinical trials.
BenevolentAI
Drug discovery platform combining knowledge graphs and machine learning to identify novel drug targets and repurposing opportunities.
Schrödinger
Computational platform combining physics-based simulation and machine learning for drug discovery and materials science.
GE Healthcare Edison
AI platform integrated with GE imaging devices (CT, MRI, ultrasound) and clinical applications — radiology workflow, image quality, and patient monitoring.
AlphaFold
DeepMind protein-structure prediction AI — has predicted structures for over 200 million proteins, transforming structural biology and drug discovery.
Abridge
Ambient clinical-documentation AI for physicians — listens to patient encounters and generates structured notes that integrate directly with the EHR.
Suki AI
Voice-driven AI assistant for clinical documentation — used by physicians across primary care and specialty practices for hands-free note-taking.
Pearl AI
FDA-cleared AI for dental radiograph analysis — detects caries, periapical lesions, and bone loss to support dentist diagnoses.
Overjet
FDA-cleared dental AI for radiograph interpretation and patient communication — used by dental service organizations and insurers.
Wysa
Conversational AI for mental-health support — clinically validated CBT-based chat assistant used by employers, health plans, and therapy services.
Paige.AI
AI for digital pathology — first FDA-approved AI for prostate cancer detection on whole-slide images, used by major academic medical centers and labs.
Epic Cosmos
Epic's embedded AI features — Cosmos research database (250M+ patient records), Inbox-message drafting, summarization, and predictive insights inside the Epic EHR.
Innovaccer
Healthcare data and AI platform unifying clinical, claims, and operational data for hospitals — supports population health, care management, and physician workflows.
PointClickCare AI
EHR and care-coordination platform for skilled nursing and senior living with AI features for resident risk prediction, regulatory compliance, and revenue cycle.
MatrixCare AI
Long-term and post-acute care platform with AI features for clinical documentation, billing automation, and operational analytics.
Augmedix
Ambient clinical-documentation AI used across acute care, ambulatory, and skilled-nursing facilities — combines AI scribes with human review for high-accuracy notes.
Altos Labs Reprogramming Platform
AI-guided cellular reprogramming research platform using computational biology and machine learning to identify optimal rejuvenation pathways via Yamanaka factors.
Calico Drug Discovery Platform
AI-powered drug discovery platform applying machine learning to aging biology, protein interactions, and therapeutic target identification. Five clinical-stage candidates plus ~20 preclinical programs.
IsoDDE (AlphaFold 4)
AI-powered drug design engine building on AlphaFold breakthroughs. Predicts protein-drug binding, metabolism, and side effects to accelerate pharmaceutical R&D. Partnerships with Eli Lilly and Novartis.
Manas AI Drug Discovery
AI-driven drug discovery platform co-founded by Reid Hoffman and Siddhartha Mukherjee. Uses machine learning to identify drug candidates, predict molecular interactions, and optimize therapeutics.
Hospitality AI1
Duetto
Revenue management AI platform for hotels, providing dynamic room pricing optimization and demand forecasting to maximize RevPAR across room types, segments, and booking channels.
Office & Productivity5
GitHub Copilot
AI pair programmer integrated into VS Code, JetBrains, and other IDEs that suggests code completions, entire functions, and documentation as developers type, trained on billions of lines of code.
Automated Insights
Natural language generation platform (Wordsmith) that automatically writes data-driven news stories at scale. Powers the Associated Press's automated quarterly-earnings coverage, Yahoo's fantasy football recaps, and similar high-volume, structured-data journalism workflows.
Sudowrite
AI writing assistant built specifically for fiction authors — generates plot ideas, expands scenes, suggests rewrites, and helps overcome writer's block. Used by tens of thousands of novelists, including bestselling authors who treat it as a co-writer rather than autopilot.
AI-driven chip-design optimization platform applying reinforcement learning to floorplan, placement, and routing — used by major fabless and IDM semiconductor firms.
AI-driven chip implementation tool using reinforcement learning to automate physical-design closure — competing directly with Synopsys DSO.ai.
Legal AI8
Harvey
AI-native legal assistant for research, contract analysis, document drafting, due diligence, and litigation support. Used by ~100,000 lawyers across 50 of the top 100 AmLaw firms. Agentic workflows for multi-step legal tasks.
CoCounsel
Agentic AI legal assistant that plans, reasons, and executes multi-step legal workflows including document drafting, deposition analysis, compliance assessments, and legal research. 1 million users across 107 countries.
Westlaw Advantage
The latest AI-powered version of Westlaw featuring Deep Research — agentic AI that creates multi-step research plans, executes iteratively, and produces comprehensive reports with arguments for and against. The definitive legal research platform.
Ironclad AI
AI-powered contract lifecycle management platform streamlining contract creation, negotiation, approval, and compliance tracking for enterprise legal and business teams.
Relativity
Legal eDiscovery platform with AI-powered document review, privilege detection, and case strategy. aiR suite is standard in RelativityOne at no extra cost. Supports 100+ languages, audio/video transcription, and natural language search.
Legora
Swedish legal AI platform serving 1,000-plus law firms across 50 markets — collaborative document review, contract analysis, due diligence, AI-native research. $5.6 billion valuation (April 2026 Series D extension led by NVentures + Atlassian); $100 million-plus ARR. Direct Harvey competitor with collaboration-first UX.
Lexis+ AI
AI legal-research and drafting platform from LexisNexis — competitive with Westlaw and Harvey for case-law search, summarization, and document drafting.
Spellbook
Contract review and drafting AI built into Microsoft Word — automates redlines, suggests clauses, and flags risks for transactional lawyers.
Manufacturing AI5
Augury
Machine health platform using AI, vibration sensors, and IoT to predict equipment failures weeks before they cause downtime, deployed in major manufacturing facilities worldwide.
Sight Machine
Manufacturing analytics platform that digitizes production data from machines and people, applying AI to identify quality issues, optimize throughput, and reduce unplanned downtime.
Mistral Physics AI
Data-driven foundation models for industrial engineering — learning from physics-solver outputs to predict the behavior of physical systems in seconds on a single GPU. Launch partners include Airbus, ASML, Safran, and Siemens Energy.
Tulip
Factory operations platform enabling manufacturers to build AI-powered apps without code, connecting machines, workers, and processes to improve quality and efficiency.
Siemens Industrial Copilot
Generative AI assistant for shop-floor engineers and operators — integrated across Siemens automation, PLM, and digital-twin platforms.
Real Estate AI3
CoStar AI
AI-powered commercial real estate research platform providing brokers, investors, and developers with market analytics, property intelligence, and portfolio management tools.
Procore AI
AI-enhanced construction and real estate project management platform with predictive cost analytics, document intelligence, and safety monitoring across the building lifecycle.
HouseCanary
Automated valuation model (AVM) and property analytics platform providing AI-driven property valuations and market forecasts used by lenders, investors, and iBuyers.
Retail AI4
Dynamic Yield
AI-powered personalization platform for e-commerce and retail, delivering individualized product recommendations, content, and pricing to each visitor based on real-time behavioral signals.
Nosto
E-commerce personalization platform using AI to deliver hyper-personalized product recommendations, content, and pop-ups across online stores to increase conversion and average order value.
HubSpot AI
AI features (Breeze AI assistant, content tools, predictive lead scoring) embedded across the HubSpot CRM, marketing, sales, and service platforms.
Salesforce Einstein
AI layer embedded across the entire Salesforce platform — predictive analytics, generative content, and conversational AI for sales, service, and marketing.
Transportation AI7
Project44
Real-time supply chain visibility platform using AI to track shipments, predict delivery delays, and optimize logistics operations across global ocean, air, and ground freight networks.
Samsara AI
Fleet intelligence platform using AI dashcams, GPS tracking, and predictive analytics to improve safety, fuel efficiency, and regulatory compliance for trucking and logistics fleets.
Tesla FSD & Cybercab
Tesla's Full Self-Driving technology and dedicated Cybercab robotaxi entering production April 2026. Vision-only autonomous driving with ~2M FSD-capable vehicles.
Waymo One
Most commercially advanced autonomous robotaxi service. Operating in 10+ US cities with 170M+ fully autonomous miles driven. 91% fewer serious-injury crashes vs human drivers.
Zoox Robotaxi
Amazon's purpose-built autonomous robotaxi with bidirectional design. Operating in San Francisco and Las Vegas, expanding to Austin and Miami. Uber partnership.
Aurora Driver
First commercial driverless trucking platform at scale in the US. 10 routes, 250,000+ driverless miles, zero collisions. Partners: FedEx, Werner, Uber Freight.
Mobileye
Vision-based ADAS and autonomous-driving AI platform (Intel-owned) supplying technology to over 30 global automakers.
ML Platforms1
Amazon SageMaker
Fully managed ML platform covering the entire lifecycle: data prep, training, deployment, monitoring. Includes Studio (IDE), JumpStart (model hub), Pipelines (MLOps), HyperPod (distributed training), Canvas (no-code ML).
No-Code AI Builders1
AWS PartyRock
Free no-code AI app builder powered by Amazon Bedrock. Build chatbots, content generators, and image creators through a visual interface. No AWS account required. Designed for learning and experimentation.
Productivity & Workspace3
Copy.ai
AI-powered Go-to-Market platform with Content Agent Studio, prospecting agents, inbound lead processing, ABM, and deal coaching. Supports GPT-4o, Claude, and other models. 90+ prebuilt tools, 25+ languages.
Shopify Magic
AI-powered tools for e-commerce including product description generation, image editing, store building, and Sidekick AI assistant for merchant business decisions.
Klarna AI Assistant
AI-powered shopping and customer service assistant handling the majority of customer interactions across 45 markets. Cited as doing the work of 700 full-time agents.
Robotics & Embodied AI9
NVIDIA Isaac & Omniverse
Leading robotics AI platform (simulation, ROS packages, RL training) built on Omniverse 3D simulation. Used by Figure, Agility, Boston Dynamics. Free for individuals.
Tesla Optimus
Tesla's Gen 3 humanoid robot with 1,000+ units deployed in factories. 25 actuators per hand, 3,000+ task capabilities, targeting $20,000 production cost.
Genesis AI
Full-stack robotics startup pairing the GENE-26.5 foundation model with proprietary human-anatomy-mimicking robotic hands and a sensor-laden data collection glove. Demoed cooking, playing piano, and solving Rubik's cubes May 6, 2026. $105 million seed (July 2025) co-led by Eclipse and Khosla Ventures.
SANA-WM
Open-source 2.6 billion parameter video world model from NVIDIA Labs. Apache 2.0; generates 720p, minute-long video with 6 degrees of camera-pose control. Designed as a baseline for embodied-AI and robotics research at consumer-GPU compute budgets. Paper at arXiv:2605.15178.
Figure 03
Third-generation humanoid robot from Figure AI ($39B valuation). Figure 02 deployed at BMW (30,000+ X3s). Figure 03 targets home use at $20,000.
Boston Dynamics Atlas
All-electric humanoid robot commercially deployed in warehouse and logistics. 56 degrees of freedom. Shipping to Hyundai and Google DeepMind.
Neura 4NE-1
Neura 4NE-1 ("for anyone") is German robotics company Neura Robotics' humanoid robot, built for series production and powered by the company's cognitive-robotics stack and Neuraverse skills ecosystem. Designed for manufacturing and warehouse work, it sits at the center of Neura's 2026 funding round — one of the largest in robotics history, backed by Amazon, NVIDIA, Bosch, and others.
Qwen-Robot
Alibaba Tongyi Lab's suite of three foundation models for embodied AI — Qwen-RobotNav for navigation, Qwen-RobotManip for object manipulation, and Qwen-RobotWorld for physics-aware world prediction. Together they form a software stack that lets robots move through spaces, handle objects, and reason about the physical world, launched into pilot testing with Alibaba Cloud enterprise customers in June 2026.
Assured Robot Intelligence
Humanoid-robotics foundation models startup founded by ex-NVIDIA researcher Xiaolong Wang and ex-Fauna Robotics co-founder Lerrel Pinto. Acquired by Meta in May 2026 and folded into Meta Superintelligence Labs to build foundation models for humanoid robot control and self-learning.
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Module 6: AI Tools Deep Dives
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