Curated tools, standards, frameworks, and repos for manufacturing IT/OT practitioners. Maintained as a living reference for anyone working at the intersection of operational technology, industrial automation, and enterprise IT.
See also: ai-agents-for-manufacturing-digital-transformation-leaders for AI agent patterns and playbooks.
| Resource | Description | Category | Notes |
|---|---|---|---|
| CISA/NCSC Secure Connectivity Principles for OT | Joint multinational guidance (CISA, NCSC-UK, BSI, ACSC) defining eight principles for designing, securing, and managing connectivity into OT environments. | OT Security | |
| TrakHound/Uns.NET | .NET SDK for implementing a Unified Namespace for IIoT with support for plain MQTT and SparkplugB topic structures aligned to ISA-95. | UNS/MQTT | |
| Infor: How Agentic AI Transforms Industrial Manufacturing in 2026 | Practitioner-oriented article on deploying agentic AI agents that coordinate decisions across planning, production scheduling, and execution in manufacturing operations. | AI Agents | |
| Huawei Fully Connected Industrial Networks Report | Technical report on IT/OT converged production-network architecture featuring M-LAG hitless upgrade for 99.999% reliability and integrated security for multi-site smart factories. | IT/OT Architecture | |
| superwise-ai/Manufacturing_AI | Open-source predictive-maintenance platform that ingests sensor telemetry (vibration, temperature, current, pressure) and applies ML models to forecast equipment failures with Docker-based deployment. | Industrial AI | |
| NIST CSF 2.0 Quick-Start Guide (SP 1308 update) | Updated quick-start guide integrating cybersecurity, enterprise risk management, and workforce management under CSF 2.0. | Standards | |
| mkashwin/unifiednamespace | Open-source Python/EMQX implementation of a Unified Namespace for IIoT transformation, structured on the ISA-95 Part 2 hierarchy with MQTT 5 support. | UNS/MQTT | |
| Deloitte: Agentic AI Strategy — Tech Trends 2026 | In-depth analysis of agentic AI adoption patterns with guidance on governance and orchestration frameworks relevant to manufacturing operations. | AI Agents | |
| GE Vernova: Expanding APM During SAP S/4HANA Migration | Technical guidance on integrating asset performance management with SAP S/4HANA EAM during migration, covering condition-based monitoring and predictive maintenance strategy. | SAP EAM/APM | |
| Dragos: ISA/IEC 62443 Concepts Explained | Practitioner reference covering zones, conduits, security levels, and practical application of the ISA/IEC 62443 standard series for OT network segmentation. | OT Security |
- UNS/MQTT — Unified Namespace, MQTT, SparkplugB, ISA-95 data modeling
- OT Security — IEC 62443, Purdue model, CISA/NIST guidance
- SAP EAM/APM — S/4HANA asset management and predictive maintenance
- Industrial AI — Predictive maintenance, analytics platforms (TwinThread, Seeq, Braincube)
- AI Agents — Agentic workflows for manufacturing operations
- IT/OT Architecture — Convergence patterns, multi-site networking
- Standards — Published standards, whitepapers, frameworks
- Analytics — Data platforms and operational intelligence
Open an issue or PR to suggest a resource. Prioritize: GitHub repos, published standards or whitepapers, tool releases, NIST/CISA publications, or practitioner-written articles. Avoid vendor marketing pieces.
Last updated: April 2026