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AssetOpsBench

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IBM/AssetOpsBench

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+ scena

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Last push

Python Apache-2.0Created May 1, 2025

Trust & integrity

Maintenance: Very active (0d since push); As of today · Source: github_public_v1
Provenance: Not a fork · Organization account; As of today · Source: github_public_v1
Security (OSV): No lockfile; As of today · Source: none

Public GitHub metadata and optional OSV dependency scans. Signals, not a guarantee. Trust methodology.

Overview

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.

Capability facts

Languages: python
Source: github.language · Jul 11, 2026

Categories

AI Agents LLM Frameworks Developer Tools

Tags

ai-for-physical-assets condition-based-maintenance model-context-protocol iot time-series-forecasting predictive-maintenance llm-agents hvac-maintenance

Explore

AssetOpsBench alternatives →Trust report →AI Agents category →All comparisons Stack workflows Trending tools

Trust & health

MaintenanceVery active

AdoptionEstablished

Graph connectivityIsolated

SecurityNo lockfile

Provenance

Organization account (GitHub heuristic)
Computed today

Full trust report Trust report (JSON)

Methodology: public GitHub data (github_public_v1). Signals, not a guarantee. Trust methodology.

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Install

pip install AssetOpsBench

For agents

This page has a .md twin and JSON over the API.

/tools/ibm-assetopsbench.md GET /api/graphcanon/tools/ibm-assetopsbench GET /api/graphcanon/graph?tool=ibm-assetopsbench