Transform Engineering Data into Intelligent, Actionable Knowledge

Context Clue is an AI-driven knowledge management platform designed specifically for industrial engineering teams, manufacturing operations, and maintenance organizations. It automatically transforms scattered technical data — CAD files, ERP exports, planning documents, PDFs, and Excel sheets — into structured, queryable knowledge graphs that power smarter decision-making across the entire product lifecycle.

Who It's For

Context Clue serves engineering teams, R&D departments, maintenance personnel, and plant operations managers who struggle with fragmented technical documentation, duplicated components, and hours wasted searching for specifications across thousands of files. It's purpose-built for organizations managing complex industrial systems, digital twins, spare parts inventories, and cross-functional engineering workflows.

Key Capabilities

The platform operates through three modular engines:

• Ingest & Normalize Module — Automatically extracts and classifies information from CAD files, PDFs, Excel sheets, and planning exports. Maps and links data across formats to create a unified, AI-ready foundation. Links spare parts, drawings, and planning files automatically.

• Retrieve & Search Module — Enables semantic search by part, behavior, location, or function. Supports chat-based queries, visual graph navigation, system tree views, and traditional keyword search. Locates specifications across PLM, CAD, ERP, and file systems in seconds instead of hours.

• Generate & Visualize Module — Transforms engineering knowledge into structured outputs including SOPs, compliance reports, part-location graphs, and digital twin data models. Delivers machine-readable formats (JSON, graph data) and human-readable documents (PDF, DOC).

Deployment Flexibility

Context Clue offers both all-in-one product deployment for comprehensive process improvements and modular platform deployment for teams targeting specific knowledge bottlenecks. Organizations can validate value before scaling and integrate AI solutions that grow with their needs.

Open Source Commitment

Addepto contributes production-tested frameworks to the AI community, including ContextClue Graph Builder for knowledge extraction and ContextCheck for LLM/RAG testing, demonstrating their commitment to advancing the industrial AI ecosystem.