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Context Layers / Ontology

Structure facts. Recover meaning. Support decisions.

Operational decisions slow down when records, business rules, and the knowledge behind them live apart. Madrigal.co designs Context Layers that bring them into a shared semantic frame, so teams can resolve multi-source questions with reliable, traceable context.

See the context flow

Answer operational questions with full context.

  1. 01

    Inputs

    Structured records and narrative knowledge begin in separate places.

  2. 02

    Context layer

    A shared semantic frame relates the facts and meaning a question needs.

  3. 03

    Query + reasoning

    The layer combines relevant context with the business rules behind the question.

  4. 04

    Decision-ready outcome

    Return an answer with the context needed to interpret it.

Context Layers / Ontology flowStructured tables and informal knowledge form parallel context layers. A contextual query applies business rules across sources to produce a reliable, traceable result.Structured tablesFragmented business dataInformal knowledgeAcross documentsStructured registrySingle semantic layerNarrative contextAcross documentsContextual queryBusiness rulesStructured dataNarrativeknowledgeCombined contextData, rules, and narrative contextTraceable resultReliable answerContext Layers / Ontology flowStructured tables and informal knowledge form parallel context layers. A contextual query applies business rules across sources to produce a reliable, traceable result.StructuredtablesFragmentedbusiness dataInformalknowledgeAcross documentsStructuredregistrySingle semanticlayerNarrativecontextAcross documentsContextual queryBusiness rules+ Structured data + NarrativeknowledgeRelevant sources and rulesCombined contextData, rules, and narrative contextTraceable resultReliable answer