Data Governance & Hybrid RAG · Asset Pack
Most knowledge bases fail not on retrieval but on authority: nobody owns the sentence saying which document counts.
Makes company knowledge findable, accurate, and visible only to the right people.
Govern first, retrieve second: inventory knowledge assets, define access boundaries, then design the hybrid retrieval pipeline. For companies with scattered knowledge, file-digging retrieval and data-leak worries — access governance comes before vectorization and is the shared prerequisite of both accuracy and safety.
If you are hitting these
- Company knowledge is scattered across contracts, manuals and chat logs
- The same question gets different answers from different people
- You worry about internal material leaking once AI is connected
The corpus is small and single-team — a governance framework will be harder to maintain than the documents.
How to use it
The full path from inventory to acceptance; each step has a concrete output.
What's inside
Knowledge audit checklistChunking & indexing guideAccess-control design templateEvery deliverable in the pack — apply as-is, then adapt to your business.
Classify and grade knowledge sources with the checklist, marking first integrations.
Scope visibility and citability per role.
Process high-priority sources per the guide and build the index.
Test retrieval hit rate and answer accuracy on a real question set.
Acceptance standards
You've used this pack well when the following hold — they double as review criteria.
- 01
100% of high-value knowledge sources have sensitivity and access labels
- 02
Retrieval hit rate and answer accuracy meet agreed thresholds on a real question set
- 03
Every answer is traceable back to its source document
Output template preview
A skeleton of what the pack produces; the full template ships inside the pack.
| Source | Users | Frequency | Sensitivity |
|---|---|---|---|
| Product manuals | All support | Daily | Internal |
| Contract terms | Legal | Weekly | Sensitive |
| Meeting notes | Project | Daily | Internal |
Dashed rules mark example rows — replace them with your own data and the sheet is done.
Take this page with you
Data Governance & Hybrid RAG · Asset Pack
- Our stance
- Most knowledge bases fail not on retrieval but on authority: nobody owns the sentence saying which document counts.
- If you are hitting these
- Company knowledge is scattered across contracts, manuals and chat logs; The same question gets different answers from different people; You worry about internal material leaking once AI is connected
- When not to use it
- The corpus is small and single-team — a governance framework will be harder to maintain than the documents.
The copied text carries the source link — safe to drop into an internal doc, mail, or meeting note.
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