Last updated 08-21-2026
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ContextClue
ContextClue turns scattered engineering files into searchable knowledge graphs for manufacturing and industrial teams. It ingests CAD files, ERP exports, PDFs, Excel sheets, and planning documents, then lets engineers query parts, systems, and specs through chat, graph views, or keyword search. The platform ships as an all-in-one product or as separate Ingest, Retrieve, and Generate modules.
Generic document chat tools stop at Q&A over uploaded PDFs. ContextClue maps part names, spatial relationships, and metadata across PLM, CAD, and ERP sources, which matters when you need spare parts planning or maintenance traces rather than a summary paragraph. The trade-off is an enterprise sales cycle with custom implementation instead of a self-serve signup.
Manufacturing planners, maintenance crews, and R&D teams use ContextClue for digital twin navigation, SOP generation, compliance reports, and tracing failures back to linked equipment docs. Addepto in Warsaw built the platform and offers a free planning phase with demo and LLM consultation before fixed-price implementation.
Ingest module classifies CAD, PDF, Excel, and planning exports across 20+ technical file formats
Retrieve module supports chat queries, graph navigation, system trees, and keyword search across PLM and ERP
Generate module outputs SOPs, compliance reports, and digital twin data as PDF, JSON, or graph maps
Modular deployment connects to existing PLM, ERP, and document systems without replacing them
Open-source ContextClue Graph Builder and MIT-licensed ContextCheck ship from production deployments
Cloud, on-premise, and hybrid deployment options with REST API integrations
Maps CAD, ERP, and planning files into linked knowledge graphs instead of flat document Q&A.
Modular Ingest, Retrieve, and Generate engines plug into existing PLM and document systems.
Offers cloud, on-premise, and hybrid deployment with REST API integrations.
Open-source Graph Builder and ContextCheck frameworks come from production deployments.
No self-serve pricing; sales contact is required for implementation quotes.
Focused on industrial engineering rather than general office document chat.
Setup spans a fixed-price implementation phase before monthly maintenance kicks in.
What file types does ContextClue support?
ContextClue ingests PDFs, Word, Excel, CAD files, and other planning exports. The modular platform page lists support for 20+ technical file formats through the Ingest module.
What are the three ContextClue modules?
ContextClue splits into Ingest for document collection, Retrieve for semantic search and chat queries, and Generate for SOPs, compliance reports, and structured outputs. You can buy the all-in-one product or deploy modules separately.
How is ContextClue different from PDF chat tools?
ContextClue maps engineering metadata across CAD, ERP, and PLM sources into knowledge graphs. Answers tie to part names, system structures, and linked maintenance docs rather than a single uploaded file.
Does ContextClue offer on-premise deployment?
Yes. ContextClue supports cloud, on-premise, and hybrid deployment through a REST API architecture. The modular platform page lists minimal infrastructure changes for enterprise integrations.
Who built ContextClue?
ContextClue was built by Addepto, an AI consulting company based in Warsaw, Poland. Addepto is part of KMS Technology and positions ContextClue for industrial engineering knowledge management.
Can I try ContextClue before buying?
ContextClue offers a free planning phase that includes LLM consultation, feature selection, and a live demo. Implementation is fixed price and ongoing maintenance carries a monthly fee per the contact page.