{"repo":"IBM/AssetOpsBench","free":true,"listed":false,"github":"https://github.com/IBM/AssetOpsBench","clone":"git clone https://github.com/IBM/AssetOpsBench.git","description":"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.","language":"Python","stars":2178,"topics":["llm-agents","model-context-protocol","time-series-forecasting","condition-based-maintenance","hvac-maintenance","iot","predictive-maintenance","ai-for-physical-assets"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"AssetOpsBench AI Agents for Industrial Asset Operations & Maintenance A unified, open framework for building, orchestrating, and evaluating domain-specific AI agents in Industry 4.0. 📄 Paper · 🤗 Dataset · 🎮 Playground · 📢 IBM Blog · 🎥 Video · 📊 Kaggle · 🚀 Colab [!IMPORTANT] 🎉 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. --- At a Glance 9 Asset classes 141+ Scenarios 5 + 1 Domain agents + utility server 2 Orchestration 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, work orders, alerts). Now with: simplified interface and native MCP (Model Context Protocol) support. --- Quick Start Or jump in instantly: - 🚀 Run on Colab — no install required (illustration of LLM Agent) - 🎮 Try the HF Playground — interactive demo - 📖 Read INSTRUCTIONS.md — full setup, MCP servers, plan-execute runner [!NOTE] Active development is on main . The codebase used for various publication venues continues to be maintained on separate branches, for example, ACL 2026 IndustryAssetEQA and prior experimental work is maintained on main-0.x . --- What is AssetOpsBench? Asset","default_branch":null,"files":null,"tree":[],"storefront":"/r/IBM","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/IBM/AssetOpsBench/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}