Knowledge Corpus Development
Build, curate, and publish knowledge packages for the Knowledge Exchange
Knowledge Corpus Development is the art and engineering of turning raw document collections into structured, queryable, monetisable knowledge assets. This is not document scanning — it is knowledge engineering, combining domain expertise with AI infrastructure to create corpora that deliver accurate, cited answers.
From Documents to Knowledge
The gap between a folder of PDFs and a production-grade knowledge corpus is larger than most organisations expect. Documents need to be deduplicated, categorised, quality-checked, and structured for optimal retrieval. Metadata needs to be extracted or assigned. Citation formats need to be standardised. The corpus needs to be tested against real queries before it goes live.
Our Process
- Collection Audit: Assess document quality, coverage, and gaps
- Curation: Deduplicate, categorise, and quality-check all documents
- Metadata Engineering: Extract and assign metadata for optimal retrieval
- Indexing Optimisation: Configure chunking, embedding, and retrieval parameters
- Quality Assurance: Test query accuracy against domain expert expectations
- KaaP Readiness: Prepare corpus for marketplace listing if desired
Corpus Quality Metrics
- Document coverage completeness
- Retrieval precision and recall benchmarks
- Citation accuracy rates
- Query response quality scores
- Metadata completeness index
Products Using This Service
caveauAI
Turn the documents your team relies on into a private, citation-backed AI. Every answer quotes the exact passage it came from, your corpus stays isolated per tenant, and model routing is yours to control — from small language models to frontier — with EU or regional hosting available.
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caveauAI MCP Server
A Model Context Protocol (MCP) server that bridges caveauAI document intelligence with agentic AI workflows. Let Claude, Cursor, VS Code Copilot, and other MCP-compatible clients search, query, and reason over your private document corpus in real time.
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The Knowledge Exchange
Package your domain knowledge into a secure AI corpus. We host the RAG engine; answers are generated through our model gateway. You set the price. You keep 80% of the revenue. Build, curate, and publish knowledge packages for the Knowledge Exchange.
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AI Systems Integration
We design and implement the integration layer between caveauAI and your existing systems — ERPs, CRMs, document management platforms, and custom applications.
Learn moreReady to Turn This Into a Live Programme?
We can scope the delivery model, identify the right team shape, and outline the fastest practical path forward.
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