📍 San Francisco, CA
Scale AI logo
Private Company

Scale AI

AI infrastructure company providing data annotation, model evaluation, and AI deployment services. Valued at $14B (2024). Evolved from pure RLHF/data annotation to enterprise AI infrastructure and government/defense contracts (significant US DoD revenue). Operates Remotasks and Outlier platforms for expert human feedback. Major employer of AI trainers globally.

Listen to this lesson

Free preview · first 0:30
0:00 / 0:30

Audio & video lessons are paid features

Plus unlocks audio streaming. Pro adds downloadable audio, video, certificates, and more.

Plus adds:
  • Audio streaming
  • Downloadable PDFs
  • All AI Playbooks
  • Personalized content
Pro also adds:
  • Certificates of completion
  • Audio MP3 downloads
  • Video lessonssoon
  • & More…soon

Watch this lesson

Video coming soon

Learn About Scale AI's AI Products

Create a free account to access in-depth lessons on each tool and model.

Start Learning Free

📋About Scale AI

Updated June 15, 2026

Scale AI is the leading AI data infrastructure company founded in 2016, providing data annotation, model evaluation (SEAL benchmarks), and enterprise AI deployment services. With $2 billion in 2025 revenue (130% YoY growth) and a $29 billion valuation, Scale serves frontier AI labs, enterprises, and the US Department of Defense.

In June 2025, Meta invested $14.3 billion for a 49% non-voting stake, triggering major changes: founder/CEO Alexandr Wang (formerly the youngest self-made billionaire) left to become Meta's Chief AI Officer, and Jason Droege became interim CEO. OpenAI, Google, and xAI reduced engagements over data confidentiality concerns tied to Meta's ownership. Scale laid off 200 employees (14% of workforce) in July 2025.

Scale's SEAL leaderboards have become the industry standard for independent AI model evaluation. The company holds $200+ million in US defense contracts including a $100 million Pentagon OTA for Top Secret/SCI AI deployment. Scale operates Remotasks and Outlier platforms with 240,000+ gig workers for data annotation.

🛠️Products & Tools (1)

Scale AIEnterpriseAI Infrastructure

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.