ContextClue vs Scribe

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.

Scribe captures how work actually gets done and turns it into step-by-step guides your team and AI agents can follow. It records workflows as people perform them in the browser, desktop, or mobile apps, then generates documentation without manual screenshots or write-ups. Teams use it for SOPs, training, onboarding, and feeding workflow context to AI tools.

Where most documentation tools expect you to write guides from memory or schedule walkthroughs, Scribe watches real workflows and documents them automatically. Capture surfaces the processes teams run most often and turns them into shareable guides, while Optimize maps inefficiencies across approved apps and recommends where to automate or invest in AI.

Operations, IT, HR, and enablement teams rely on Scribe to share tribal knowledge before someone goes on PTO. Companies rolling out new software or building AI agent roadmaps use it to give bots accurate workflow context through MCP and enterprise search APIs.