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    Risk Assessment Use Case — CORA AI Suptech Platform by CRT, Leading Suptech Vendor

    CRT (Compliant Risk Technology) is a leading suptech vendor providing CORA AI Suptech Platform for central banks, financial regulators, and supervisory authorities worldwide. The risk assessment use case demonstrates a seven-step AI pipeline from ICAAP and SAFR ingestion to composite risk rating using the Cognitive Inference Engine, RAG, Prompt Management, Supervisory Review Board, and ICAAP modules. Glass Box AI ensures full explainability. Suptech vendor, regtech, AI risk assessment, ICAAP, SAFR, Basel III, risk-based supervision, composite risk rating, cognitive engine.

    Use case 03 · Tier 4

    ICAAP + SAFR in. Composite Risk Rating out.

    A seven-step AI pipeline that reduces months of manual supervisory review to hours — with every reasoning step explainable.

    Pipeline

    Seven-step cognitive pipeline

    01

    Ingest

    ICAAP and SAFR submissions received via secure upload or API.

    02

    Parse

    OCR and document parser extract text, tables, and figures.

    03

    Retrieve

    RAG retrieves regulatory context, guidelines, and prior assessments.

    04

    Calculate

    Quantitative scoring across risk dimensions with audit trail.

    05

    Derive

    Composite risk rating derived from weighted dimension scores.

    06

    Transform

    Supervisory transformation engine applies intervention ladder.

    07

    Persist

    Results persisted to data warehouse for longitudinal analysis.

    Rating surface

    Composite risk rating

    Inherent Risk

    LLow
    MModerate
    AAAbove Average
    HHigh

    Quality of Risk Management

    SStrong
    AAcceptable
    NINeeds Improvement
    WWeak

    Supervisory response

    Intervention ladder

    1

    Routine

    Standard supervisory engagement.

    2

    Heightened

    Increased monitoring frequency and scope.

    3

    Escalated

    Formal supervisory attention and action plans.

    4

    Formal remediation

    Directive-level corrective requirements.

    5

    Resolution

    Resolution planning and wind-down oversight.

    Sovereign AI

    Glass Box, not Black Box.

    Every composite risk rating produced by CORA Tier 4 includes a complete audit trail — which documents were retrieved, how scores were calculated, and what confidence levels were assigned.

    Full data sovereignty

    ICAAP and SAFR data never leaves your infrastructure.

    On-premise AI

    Frozen model weights, deterministic outputs, complete control.

    Glass Box audit trail

    Every reasoning step, citation, and confidence score — auditable.

    Cognitive pipeline architecture

    L1Document Parser + OCR
    L2RAG Engine
    L3Cognitive Inference
    L4Risk Scoring
    L5Supervisory Review Board

    See AI risk assessment in action

    Watch the seven-step pipeline process an ICAAP submission and produce a composite risk rating.

    Request a demo

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