Fact Extract’s creator claims the released Windows application combines private local document retrieval, annotation, PDF assembly, export, and MCP access into a practical workflow for AI-assisted document review.
state: expiredheat: lowuncertainty: highknownscott: lowlocal-rag document-grounding mcpFact ExtractKetonite
What is this?
FactExtract is presented as an AI-assisted document-review tool that reads and summarizes PDFs, extracts structured data, and produces searchable databases or Excel tables. The supplied summary further attributes retrieval, annotation, PDF assembly, export, and MCP access to the application, but the search snippets do not independently establish those features, its Windows release, its claimed local/private operation, or the identity and role of Ketonite. One snippet mentions Azure AI integration, which also leaves the extent of fully local processing unclear.
Why it matters to Scott
Scott already holds and builds the core pattern across Provenance-Coupled Work, Evidence Package, MCP IP Wiki, and the FDE BI evidence workbench: source-grounded document review, human-verifiable evidence assembly, exportable artifacts, and agent access through MCP. Fact Extract is therefore an adjacent product example rather than a new position or material extension, especially because its local/private and workflow claims remain creator testimony without independent validation.
ip:framework.provenance-coupled-workip:concept.evidence-packagedev:project.mcp-ip-wikidev:project.fde-biradar:concept.local-ragradar:concept.mcpradar:concept.document-parsingradar:pdfvision-agent-pdf-evidence
queries asked of Scott's wikis
- local-first RAG and private document workflows
- MCP access to document stores and retrieval tools
- document-grounded review with annotations and citations
- human-in-the-loop PDF extraction and evidence assembly
- local versus cloud document-processing architecture
- exportable artifacts from AI-assisted knowledge workflows
Measured heat
no measured readings yet — the hourly heat pass fills this in
How the heat travelled
no chain yet — the hourly chain pass fills this in
Evidence (1) — ⭐ canonical anchor
Interpretation history
2026-09-03T06:27:18Z
The launch has passed its initial observation window without adoption, discussion, independent validation, or further creator evidence. It remains an unverified adjacent implementation of patterns Scott already tracks, with no reason to expect a near-term consequential update.
2026-09-01T05:39:30Z
No new evidence, engagement, or independent validation changes the case: it remains a creator-reported implementation of patterns Scott already tracks, with privacy, release, and workflow claims still unverified.
2026-09-01T05:29:24Z
grounded: known/low — Scott already holds and builds the core pattern across Provenance-Coupled Work, Evidence Package, MCP IP Wiki, and the FDE BI evidence workbench: source-grounde
2026-09-01T05:25:04Z
case created — The creator provides a usable desktop artifact with a concrete local-first RAG and MCP workflow, though there is not yet evidence of adoption.
Decision trace
- 09-03 16:27expireThe launch has passed its initial observation window without adoption, discussion, independent validation, or further creator evidence. It remains an unverified adjacent implementation of patterns Sco
- 09-03 16:27alert_silentThe only delta is elapsed staleness with unchanged engagement and no new evidence; this neither changes Scott’s decisions nor merits continued active monitoring.
- 09-03 16:27alert_routeThe only delta is elapsed staleness with unchanged engagement and no new evidence; this neither changes Scott’s decisions nor merits continued active monitoring.
- 09-01 15:39repriceNo new evidence, engagement, or independent validation changes the case: it remains a creator-reported implementation of patterns Scott already tracks, with privacy, release, and workflow claims still
- 09-01 15:39alert_silentThis reobservation adds no consequential delta beyond the already assessed creator report, so there is nothing new that warrants interrupting Scott or holding for imminent confirmation.
- 09-01 15:39alert_routeThis reobservation adds no consequential delta beyond the already assessed creator report, so there is nothing new that warrants interrupting Scott or holding for imminent confirmation.
- 09-01 15:36alert_silentA creator-reported Microsoft Store release packages local RAG, annotation, PDF assembly, export, source linking, and MCP access into one Windows workflow, but this is an adjacent implementation of pat
- 09-01 15:36alert_routeA creator-reported Microsoft Store release packages local RAG, annotation, PDF assembly, export, source linking, and MCP access into one Windows workflow, but this is an adjacent implementation of pat
- 09-01 15:29groundScott already holds and builds the core pattern across Provenance-Coupled Work, Evidence Package, MCP IP Wiki, and the FDE BI evidence workbench: source-grounded document review, human-verifiable evid
- 09-01 15:25createThe creator provides a usable desktop artifact with a concrete local-first RAG and MCP workflow, though there is not yet evidence of adoption.