data model

[joocer]

graph LR

    %% -------------------------
    %% Weakness Signal Acquisition
    %% -------------------------
    subgraph Weakness Signal Acquisition
        AcquireFindings[Acquire Exposure Signals<br/><sub>~145M findings / month</sub>]
        ValidateIngest[Assert Coverage & Freshness]
        NormalizeFindings[Normalize & De-duplicate Findings]

        AcquireFindings --> ValidateIngest
    end

    %% -------------------------
    %% Incident Response
    %% -------------------------
    subgraph Incident Response
        IdentifyExposure[Identify Active Exposure]
        SupportDecisions[Support Incident Decisions]

        IdentifyExposure --> SupportDecisions
    end

    %% -------------------------
    %% Threat Context
    %% -------------------------
    subgraph Threat Context
        ObserveExploitation[Observe Active Exploitation]
        AnticipateThreats[Anticipate Likely Exploitation]
        AnticipateImpact[Anticipate Possible Impact]
        EstablishThreatContext[Establish Threat Context]

        ObserveExploitation --> EstablishThreatContext
        AnticipateThreats --> EstablishThreatContext
        AnticipateImpact --> EstablishThreatContext
    end

    %% -------------------------
    %% Business Context
    %% -------------------------
    subgraph Business Context
        GatherAssetSignals[Gather Asset Signals]
        AnchorToAssets[Anchor Findings to Assets<br/><sub>~3.5M assets</sub>]
        EstablishExposedServices[Establish Affected Services<br/><sub>~9k services</sub>]

        GatherAssetSignals --> AnchorToAssets
        AnchorToAssets --> EstablishExposedServices
    end

    %% -------------------------
    %% Ownership & Accountability
    %% -------------------------
    subgraph Ownership & Accountability
        GatherOwnershipSignals[Gather Ownership Signals]
        EstablishFixOwnership[Establish Fix Ownership<br/><sub>hundreds of owners</sub>]
        EstablishRiskOwnership[Establish Risk Ownership<br/><sub>hundreds of owners</sub>]

        GatherOwnershipSignals --> EstablishFixOwnership
        GatherOwnershipSignals --> EstablishRiskOwnership

        EstablishExposedServices --> EstablishRiskOwnership
    end

    %% -------------------------
    %% Posture Construction
    %% -------------------------
    subgraph Posture Construction
        ApplyContext[Apply Asset, Threat & Business Context]
        PrioritizeRisk[Derive Risk Priority]

        NormalizeFindings --> ApplyContext
        EstablishExposedServices --> ApplyContext
        EstablishThreatContext --> ApplyContext
        ApplyContext --> PrioritizeRisk
    end

    %% -------------------------
    %% Posture State & Aggregation
    %% -------------------------
    subgraph Posture State & Aggregation
        StabilizeState[Maintain Long-Lived Risk State<br/><sub>millions of concurrent exposures</sub>]
        AggregateExposure[Aggregate Exposure by Area]
        DeriveTrends[Derive Trends & Signals]

        StabilizeState --> AggregateExposure
        AggregateExposure --> DeriveTrends
    end

    %% -------------------------
    %% Response Mobilisation
    %% -------------------------
    subgraph Response Mobilisation
        AssignResponsibility[Resolve Accountability<br/><sub>fix vs impact</sub>]
        EnableAction[Enable Remediation Action]

        AssignResponsibility --> EnableAction
    end

    %% -------------------------
    %% Publication & Communication
    %% -------------------------
    subgraph Publication
        PrepareOutputs[Translate State for Humans]
        PublishFindings[Publish Risk Signal<br/><sub>hundreds of views, not millions of rows</sub>]
    end

    %% -------------------------
    %% Flows
    %% -------------------------
    ValidateIngest --> NormalizeFindings

    EstablishFixOwnership --> AssignResponsibility
    EstablishRiskOwnership --> AssignResponsibility

    PrioritizeRisk --> AssignResponsibility
    AssignResponsibility --> StabilizeState

    DeriveTrends --> PrepareOutputs
    PrepareOutputs --> PublishFindings
    PublishFindings --> IdentifyExposure

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