Enterprise KnowledgeKnowledge Management

    AI Knowledge Harvester & Enterprise Memory

    Capture what your experts know — before it walks out the door.

    Share
    45m→<2m
    Answer retrieval
    25–35%
    Less duplicate work
    15+
    Source types
    100%
    Audit trail
    Knowledge GraphEnterprise MemoryRAG RetrievalTacit Knowledge CaptureSME ValidationSource TraceabilityInstitutional MemoryExpert DiscoveryOnboarding AccelerationGoverned KnowledgeStructured & UnstructuredKnowledge LifecycleAudit TrailContext-Aware AI
    AI Knowledge Harvester & Enterprise Memory — Capture what your experts know — before it walks out the door. | Enterprise Knowledge AI case study by Wheelson BizAI

    By the numbers

    <2 min
    Answer retrieval
    15+
    Source types captured
    25–35%
    Less duplicate work
    100%
    Governed audit trail

    Before After

    Answer retrieval45 min<2 min
    Onboarding to role contextSlow30–40% faster
    Expert knowledgeWalks out at retirementPreserved in graph
    AI answersNo enterprise contextGoverned & source-traced

    Illustrative target KPIs — outcomes depend on source coverage and validation scope.

    The knowledge that leaves with people

    The most valuable knowledge is scattered across systems, documents, and — worst — a few experts' heads. People lose 30–45 minutes hunting for a trusted answer, solve the same problem twice, and lose decades of judgement when someone retires.

    Three kinds of knowledge, one graph

    It harvests structured (ERP, MES, PLM, CRM), unstructured (SOPs, manuals, emails, meetings) and tacit (experts, lessons, decisions) knowledge, then runs it through a governed lifecycle — Capture, Understand, Organize, Validate, Govern, Activate.

    A loop, not a dump

    Unlike a document repository, the harvester learns from new content, detects its own gaps, and prompts the right experts to fill them — every answer source-traced and audit-logged. Retrieval drops from 45 minutes to under two, memory is preserved before it walks out, and one governed foundation powers assistants, onboarding, expert discovery, compliance and decisions.
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    AI Knowledge Harvester & Enterprise Memory | Wheelson BizAI Case Study