AI Governance Built for India's Banking and Financial Services Sector
ClarifAI is purpose-built for RBI FREE-AI, IRDAI Model Risk Guidelines, and SEBI algorithmic trading regulations. Deploy explainable, fair, and continuously monitored AI across credit, fraud, insurance, and wealth management — with zero-PII architecture.
Regulatory Pressure Is Outpacing AI Deployment Speed
India's financial services regulators are moving fast. The RBI's FREE-AI framework mandates explainability and bias testing for credit AI. IRDAI guidelines require model documentation for underwriting algorithms. SEBI's algorithmic trading rules demand audit trails. Meanwhile, banks and NBFCs are deploying ML models for credit scoring, fraud detection, and customer risk at scale — with governance frameworks that were designed for spreadsheet-based decisioning, not probabilistic AI.
BFSI Governance Deployment Flow
From model registration to continuous regulatory compliance — end to end.
RBI FREE-AI Framework Mapping
ClarifAI pre-maps every monitoring and governance action to the 14 control categories of the RBI FREE-AI framework. Explainability, fairness, drift detection, human oversight, and audit trail requirements are covered out of the box — no custom configuration required for RBI compliance.
Credit & Underwriting Model Governance
Register credit scoring, income estimation, and risk-rating models in the ClarifAI Governance Registry with full metadata: training data lineage, performance benchmarks, fairness evaluation, and approval chain. Generate IRDAI-formatted model validation reports in one click.
Fraud Detection Explainability
For every fraud alert, ClarifAI generates a plain-English explanation of the top contributing factors, enabling investigators to make faster, better-documented decisions — and providing the explanation evidence required for customer dispute resolution under the Banking Ombudsman scheme.
Continuous Regulatory Monitoring
ClarifAI tracks regulatory publications from RBI, IRDAI, SEBI, and NITI Aayog and automatically flags when a new guideline affects your existing model governance posture. Never be surprised by a regulatory update.
Built for Every BFSI Vertical
Credit Scoring Governance
End-to-end governance for credit AI: training data lineage, feature attribution, disparate impact testing, and RBI FREE-AI compliance documentation — all in one platform.
Fraud & AML Explainability
Explain every fraud and AML alert in plain English. Reduce false positive investigation time by 40% with Consensus Engine explanations that investigators can act on immediately.
Insurance Underwriting AI
Monitor and explain underwriting model decisions against IRDAI model risk guidelines. Detect proxy discrimination in health, motor, and life insurance pricing models.
Disparate Impact Testing
Automated bias testing across gender, age, geography, and income segments for credit and insurance models. Counterfactual fairness reports formatted for IRDAI submissions.
Regulatory Report Automation
One-click generation of RBI FREE-AI compliance packages, IRDAI model validation reports, and SEBI algorithmic trading documentation. Audit-ready in under 4 hours.
Model Risk Management Integration
Native integration with existing MRM frameworks. Export governance data to Archer, MetricStream, or custom GRC platforms via REST API.
Is Your Bank's AI Governance RBI-Ready?
Run a free compliance gap assessment against the RBI FREE-AI framework. Results in 24 hours.