Deep Dive into Thred's Knowledge Graph

"This follow-up workshop is designed for attendees who want to go beyond the live demonstration and understand how Thred works in practice.

In this hands-on session, we’ll take a detailed look at Thred’s architecture and core capabilities, including connection options, data ingestion, and the use of engineering artefacts such as PLC code, P&IDs, and documentation to build and maintain a living industrial knowledge graph.

Participants will explore how MCP orchestration and Claude are used to navigate, validate, and refine context — and how Thred’s architecture ensures large language models stay in their lane, supporting reasoning and exploration without replacing measurement, control, or engineering judgment.

We’ll also cover best practices for structuring, governing, and scaling context over time, so that insights remain transparent, trustworthy, and reusable across teams.

By the end of the workshop, attendees will have a clear understanding of how to deploy, configure, and use Thred to deliver fast, reliable, and sustainable value in real-world industrial environments."