Learning Objectives
- Understand what Honeywell Forge is and the breadth of industries it spans
- Distinguish Honeywell's shipping AI from its newer agentic-AI announcements
- See how operational-technology data becomes the foundation for industrial AI
What Is Honeywell Forge?
Honeywell Forge is Honeywell's enterprise industrial-software platform — a cloud-based system that connects operational-technology data from physical assets and applies analytics, machine learning, and increasingly generative AI on top of it. "Operational technology" means the systems that run physical operations: building HVAC and security, process-plant equipment, aircraft systems, and energy infrastructure. Forge gathers data from those assets and turns it into monitoring, prediction, and optimization.
Rather than a single product, Forge is a family of vertical editions — commonly branded Forge Performance+ — spanning buildings and commercial real estate, industrials and process operations, and aerospace. Its buyers are large enterprises and asset operators: facility and portfolio managers, plant operators, and aircraft maintenance organizations. Honeywell frames the platform's direction as a shift "from automation to autonomy," and the tool is linked to the Honeywell company page on this site.
💡Key Concept
Operational-technology (OT) data: The data that comes off physical equipment — sensor readings, equipment models, maintenance manuals, and decades of design documents. It is messy, proprietary, and domain-specific, which is exactly why it is valuable: an AI trained on a manufacturer's own OT data can reason about that equipment in ways a general model cannot. Honeywell's installed base of building, plant, and aircraft systems is the data moat beneath Forge's AI.
How AI Shows Up in Honeywell Forge
Two kinds of AI already ship in Forge. The first is predictive maintenance — machine-learning models that watch equipment health in real time, estimate when a component is likely to fail, and prescribe maintenance before a breakdown. The second is closed-loop energy optimization for buildings, where machine learning continuously and automatically adjusts HVAC setpoints to cut energy use without a person in the loop. These are real, deployed capabilities rather than demonstrations.
The newer and more ambitious layer is a collaboration with Google Cloud, announced in late 2024, to build industrial AI agents that pair Google's Gemini models on Vertex AI with Forge's operational data. In early 2025 Honeywell unveiled an AI Assistant and a Forge AI Agent built on that foundation, with two roles: an engineer agent that automates design and engineering tasks, and a technician agent that answers natural-language maintenance questions such as how a unit performed overnight. Honeywell said the first Google-Cloud-built solutions would reach customers during 2025; their real-world breadth is still maturing, so this agentic layer is best read as early rather than fully proven.
The Forge Editions
Forge is sold as vertical editions tuned to each industry. Forge Performance+ for Buildings covers energy optimization, predictive maintenance, and tenant and visitor management for commercial real estate. Forge Performance+ for Industrials focuses on asset performance, site performance, and workforce intelligence for manufacturing and process operations. Forge Performance+ for Aerospace brings predictive maintenance and operations intelligence to aircraft manufacturing and maintenance. Honeywell has also extended the platform into operational-technology cybersecurity with AI-driven anomaly detection for industrial environments.
Who Uses Honeywell Forge?
Honeywell Forge is used by large enterprises and asset operators across commercial real estate, process and manufacturing industries such as oil and gas, chemicals, and refining, and aerospace. Typical work includes predictive maintenance and asset reliability, energy optimization and sustainability reporting, autonomous and closed-loop operations, operational-technology cybersecurity monitoring, and natural-language operations assistance through the newer AI agents.
Tool Details
| Detail | Info |
|---|---|
| Product | Honeywell Forge (enterprise industrial-software platform) |
| Category | Industrial operations, buildings, and aerospace software |
| Shipping AI | Machine-learning predictive maintenance; closed-loop energy optimization |
| Agentic AI | Google Cloud Gemini-powered AI Assistant and Forge AI Agent (announced 2024 to 2025, maturing) |
| Editions | Forge Performance+ for Buildings, Industrials, and Aerospace, plus OT cybersecurity |
| Maker | Honeywell (NASDAQ HON) |
| Target users | Facility and portfolio managers, plant operators, aircraft maintenance organizations |
| Website | honeywell.com |
Strengths
- Deep operational-data moat — decades of building, plant, and aircraft data that the AI is trained on
- Credible frontier-AI partner — the Google Cloud Gemini collaboration brings genuine generative and agentic capability to industrial workflows
- Shipping autonomy, not just demos — closed-loop energy optimization and predictive maintenance are real, deployed machine learning
- Broad vertical coverage — one platform family spanning buildings, industrials, and aerospace, plus OT cybersecurity
- Enterprise depth — managed services and field-service ties that large operators rely on
Limitations and Considerations
- Agentic AI is early — the headline Google Cloud agents were announced in 2024 and 2025 and their real-world breadth is still being proven
- Opaque, enterprise-only pricing — no public platform pricing and long sales cycles, so it is not aimed at smaller buyers
- Fragmented portfolio — many separately branded editions and modules make the lineup hard to parse
- Implementation heavy — value depends on integrating existing operational systems and on data quality, with some Honeywell hardware and service entanglement
Pricing
Honeywell Forge is sold through enterprise, quote-based licensing customized to each organization's requirements. There is no public platform-wide pricing — contact Honeywell for a quote based on the editions and scale you need.
Key Takeaways
- Honeywell Forge is an enterprise industrial-software platform that connects operational data from buildings, plants, and aircraft and applies AI on top of it
- Its shipping AI — predictive maintenance and closed-loop energy optimization — is real and deployed, while a Google Cloud Gemini collaboration adds newer, still-maturing agentic AI
- The platform is sold as vertical editions for buildings, industrials, and aerospace, backed by Honeywell's deep operational-data moat
- Best for large enterprises and asset operators pursuing the shift from automation toward autonomous operations
