IBM/AssetOpsBench
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AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.
About
A unified, open framework for building, orchestrating, and evaluating domain-specific AI agents in Industry 4.0.
🎉 AssetOpsBench is officially accepted at KDD 2026 (Datasets & Benchmarks Track), Jeju, South Korea, alongside our hands-on tutorial Building Reliable Industrial Agents with MCP. See Publications for the full list of 2025–2026 work.
9Asset classes 141+Scenarios 5Domain agents 2Orchestration frameworks 20+University extensions 500+Competition submissions
Built for: maintenance engineers, reliability specialists, facility planners, and Industry 4.0 researchers. Powered by: LLMs + Time Series Foundation Models, orchestrated over live sensor data and Industry 4.0 records (FMEA,…
Excerpted from github.com/IBM/AssetOpsBench
Latest metrics
| Stars | 2.0k | 2026-07-16 |
|---|---|---|
| Forks | 293 | 2026-07-16 |
| Commits | 909 | 2026-07-16 |
| Releases | 0 | 2026-07-16 |
| Watchers | 12 | 2026-07-16 |
| Open issues | 23 | 2026-07-16 |
| Open PRs | 22 | 2026-07-16 |