Authority map
Rank sources by question type and record how conflicts or expired material are handled.
Source precedence and conflict policyEnterprise AI · Knowledge systems
Build answers that show their evidence and respect the source boundary.
Knowledge systems are engineered around source authority, permissions, retrieval quality, citation support, and editorial ownership. The interface is only useful when users can judge what supports an answer and what is missing.
- Scope
- Named questions over approved, owned information sources
- Control
- Identity-aware access and source-level traceability
- Proof
- Retrieval, answer-support, refusal, and freshness cases
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02 · Retrieval path
Good answers begin with explainable evidence selection.
The retrieval path separates content extraction, metadata, indexing, query interpretation, candidate selection, and context assembly so each stage can be tested and corrected.
Prepare
Preserve document identity, sections, dates, permissions, and source links during ingestion.
Ingestion manifest and rejected-content logRetrieve
Test search behavior against representative questions, terminology, and access contexts.
Question-to-evidence relevance setAssemble
Fit selected evidence into a bounded context with explicit citation identifiers.
Context traces and truncation cases04
03 · Evidence
Fluent output is not evidence that the knowledge path worked.
Reviewers assess whether the right sources were retrieved, claims are supported, citations resolve, conflicting evidence is represented, and the system declines when the answer is not available.
Retrieval evidence
Measure whether authoritative passages appear for representative questions and identities.
Versioned relevance judgmentsSupport evidence
Check material claims against cited passages rather than scoring style alone.
Claim-support review recordBoundary evidence
Test denied content, stale sources, conflicting sources, and unanswerable questions.
Refusal and conflict case results05
04 · Experience
The answer surface should support judgment, not conceal uncertainty.
Users need direct routes to source material, visible freshness, correction paths, and a clear distinction between sourced findings and generated synthesis.
Illustrative knowledge workbench: retrieved context and review state remain inspectable.
Resolvable citations
References open the exact approved source location the user is permitted to view.
Correction route
Users can flag an answer or source issue for the accountable content owner.
Boundary language
The interface distinguishes missing evidence, denied evidence, and system failure.
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05 · Service ownership
A knowledge system is a publishing and access service, not a one-time index.
Handover includes ingestion runbooks, source-owner responsibilities, access-change tests, quality review cadence, incident routes, and a controlled path for changing retrieval behavior.
Content operations
Source additions, corrections, expiry, and deletion follow a documented process.
Access operations
Permission changes are reflected predictably and tested against representative identities.
Quality operations
Question sets and reviewer findings guide a prioritised improvement backlog.
The next step is a bounded working session: one workflow, its evidence sources, the decision owner, and the conditions under which the system must stop or hand over.
Assess a knowledge workflow