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The Control PlaneArgus Integration ServerSecurity & ComplianceAudit & Lineage
Root Cause AnalysisForensic AccountingPredictive Budgeting
Document IntelligenceEntity ResolutionAnomaly & Pattern DetectionRisk & Compliance AnalysisInvestigative Agents
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Home / Decision Modules
Layer 5 · Application

Decisions you can defend.

Three pre-built application-layer modules that convert governed intelligence into documented decisions. Not chat responses — defensible outputs with a complete, replayable evidence chain built on the full five-layer control plane.

Decision Module 1

Root Cause Analysis

Work backwards through evidence to the most probable cause. Every step cited, every inference documented, every conclusion tied to a source record.

Evidence traversalCausal chain mappingSource citationConfidence scoring
  • For operational incidents. Trace a system failure or process breakdown back through evidence layers to the originating cause — with a documented path a regulator can follow.
  • For quality events. Healthcare quality teams and compliance officers use RCA to satisfy regulatory obligations. Every finding is auditable from conclusion back to source.
  • Output: Defensible RCA report with full evidence chain, source attributions, confidence levels, and a replayable audit trail.
Decision Module 2

Forensic Accounting

Surface anomalies, trace transactions, and reconstruct financial narratives across disparate ledgers — with a governed audit trail that satisfies examiners and oversight bodies.

Transaction tracingAnomaly detectionLedger reconciliationNarrative reconstructionExaminer-ready output
  • For audit and examination. Every transaction, every reconciliation, every anomaly — documented and attributed before the examiner arrives.
  • For fraud investigation. Trace funds, surface patterns, and reconstruct the financial narrative across multiple systems and time periods via Argus connectors.
  • Output: Transaction trace with compliance lineage — a structured financial narrative with source citations, anomaly flags, and a complete audit trail.
Decision Module 3

Predictive Budgeting

Forward-looking budget projections grounded in governed historical data — with transparent model logic, fully documented assumptions, and a complete audit trail.

Historical data analysisProjection modelingAssumption documentationVariance analysisBoard-ready output
  • For budget cycles. Replace spreadsheet projections with governed intelligence that traces every assumption to historical data and documents every deviation from prior period.
  • For capital planning. When the board asks “how did you arrive at this number,” the answer is a replayable chain, not a spreadsheet.
  • Output: Projection with documented assumptions — full assumption documentation, historical data citations, and a replayable audit trail.

See a Decision Module against your data.

We will walk through a Decision Module configured for your sector and your compliance obligations — a working session, not a generic demo.

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