Enterprise IRAC & NPA Compliance Platform

ai-IRAC – Intelligent NPA & IRAC Management

Automate asset classification, income recognition, provisioning, monitoring, and RBI-compliant IRAC reporting through a centralized intelligent banking platform.

ai-IRAC — NPA Intelligence Center
Live
Standard
SMA-0 / SMA-1 / SMA-2
Sub-Standard
Doubtful
Loss
42,680
Total Loan Accounts
1,240
SMA Accounts
386
NPA Accounts
Asset Classification Trend
IRAC Classification✓ Updated
Provision Coverage Ratio78.4%
RBI Report Submission✓ On Time
SMA-2 Alerts24 Pending
Platform Overview

Intelligent NPA & IRAC Automation

ai-IRAC helps banks and financial institutions automate end-to-end IRAC and NPA management including account monitoring, classification, provisioning, compliance validation, and RBI reporting — all from a single centralized platform.

Automated NPA classification per RBI IRAC norms
Real-time account monitoring and SMA detection
RBI IRAC compliance with built-in rule validation
Intelligent provisioning calculation and tracking
Automated regulatory reporting and centralized risk visibility
📊
42,680
Loan Accounts Monitored
99.6%
Classification Accuracy
Real-time
SMA Detection Engine
📋
100%
RBI Report Compliance Rate
Key Features

Complete IRAC Management Suite

Every tool needed for automated, compliant NPA and IRAC management.

Automated Asset Classification

Rule-based automatic classification of loan accounts into Standard, SMA, Sub-Standard, Doubtful, and Loss categories per RBI IRAC norms.

SMA Monitoring

Continuous real-time monitoring to detect Special Mention Accounts at SMA-0, SMA-1, and SMA-2 stages with early warning alerts.

NPA Identification

Automated identification and flagging of non-performing assets based on days past due, interest status, and restructuring history.

Provisioning Calculation

Automatic provisioning computation based on asset category, collateral value, and RBI prescribed provisioning rates with trend tracking.

Income Recognition Rules

Intelligent income recognition engine applying RBI guidelines for interest income booking, reversal, and NPA account income rules.

RBI IRAC Compliance

Built-in RBI IRAC norm validation ensuring all classifications, provisioning, and reporting are fully aligned with current regulatory guidelines.

Portfolio Risk Monitoring

Real-time portfolio health dashboard tracking NPA ratios, SMA migration trends, sector exposure, and concentration risk indicators.

Regulatory Reporting

Automated generation of all RBI-mandated NPA and IRAC reports including BSR, RBS, and quarterly submission data with validation checks.

Audit Trail Management

Comprehensive, immutable audit logs of every classification change, override, approval, and report submission for regulatory inspections.

Exception Monitoring

Automated detection and alerting of classification overrides, manual interventions, data inconsistencies, and compliance exceptions.

IRAC Workflow

How ai-IRAC Works

Automated end-to-end IRAC and NPA management workflow.

1👁️
Account Monitoring
Continuous tracking of all loan account repayment schedules, overdue days, and DPD status
2⚠️
SMA Detection
Early identification of SMA-0, SMA-1, SMA-2 accounts with automated alerts to relationship managers
3🏷️
Asset Classification
Automated rule-based IRAC classification into Standard, Sub-Standard, Doubtful, or Loss categories
4💰
Provisioning Calculation
Auto-calculation of required provisions per RBI rates with collateral adjustment and coverage tracking
5
Compliance Validation
Built-in validation engine checks all classifications and provisions against current RBI IRAC guidelines
6📋
RBI Reporting
Automated generation and submission of NPA returns, BSR reports, and all regulatory disclosures
NPA Analytics

Live NPA Intelligence Dashboard

Real-time visibility into portfolio health, NPA trends, and compliance status.

ai-IRAC — Portfolio Risk Intelligence Center
Live · Updated 2s ago
0
Total Loan Accounts
0
SMA Accounts
0
NPA Accounts
78.4%
Provision Coverage Ratio
99.6%
Compliance Accuracy
0
RBI Reports Generated
NPA Trend Analysis — Last 8 Quarters
Asset Classification
Standard
91%
SMA
5%
Sub-Std
2%
Doubtful
1.5%
Loss
0.5%
Provision Coverage
78.4 PCR %
78.4%
Provision Coverage Ratio
0 Accounts
Total NPA Portfolio
0 Alerts
SMA-2 Watch List
0%
NPA Reduction (12 Months)
Why ai-IRAC

Measurable Compliance Benefits

Proven impact on NPA management, compliance, and portfolio quality.

Faster NPA Identification

Reduce NPA identification time from days to minutes with real-time automated monitoring and intelligent classification engines.

🛡️
Reduced Compliance Risk

Built-in RBI IRAC rule validation eliminates classification errors and ensures all provisioning and reporting meets regulatory standards.

🤖
Automated Provisioning

Eliminate manual provisioning calculations. System auto-computes requirements per RBI rates with collateral and coverage tracking.

👁️
Improved Portfolio Visibility

Real-time dashboards give complete visibility into NPA ratios, SMA migration, aging buckets, and sector-wise risk exposure.

📋
Accurate RBI Reporting

Automated report generation with built-in validation ensures 100% accurate and on-time submission of all NPA regulatory returns.

📈
Better Operational Efficiency

Reduce manual effort by 80% through end-to-end automation of IRAC classification, provisioning, and compliance workflows.

RBI Compliance

Built for Regulatory Excellence

Complete alignment with RBI IRAC guidelines and banking compliance frameworks.

🏛️
RBI IRAC Guidelines

Fully aligned with RBI Master Circular on IRAC norms including asset classification, provisioning, and income recognition rules.

⚙️
Automated Compliance Checks

Rule engine validates every classification and provision against current RBI guidelines with instant exception flagging.

📄
Audit-Ready Reports

All NPA data, classification history, and provisioning records maintained in audit-ready format for RBI inspections.

🔔
Exception Monitoring

Automated detection of overrides, manual changes, and classification exceptions with approval workflows and audit trails.

Provision Validation

Dual validation of provisioning adequacy against both RBI minimum norms and internal bank provisioning policies.

🔄
Regulatory Alignment

Automatic updates for RBI circular changes ensure the platform always reflects the latest IRAC regulatory requirements.

📡
Real-Time Monitoring

Continuous 24/7 monitoring of all loan accounts with threshold-based alerts and automatic escalation workflows.

🔐
Secured Data Access

Role-based access control with maker-checker for all NPA classifications, provisions, and regulatory report submissions.

Who Uses ai-IRAC

Built for Lending Institutions

Trusted by banks and financial institutions managing NPA compliance across India.

Public Sector Banks
Nationalized banks with large loan portfolios
Private Banks
New-generation private sector lenders
NBFCs
Non-Banking Financial Companies and HFCs
Cooperative Banks
Urban and district cooperative banks
Financial Institutions
DFIs and specialized lending institutions
Lending Institutions
Microfinance and small finance banks
Risk Monitoring

Portfolio Risk Intelligence

Advanced risk analytics and monitoring for proactive NPA management.

NPA Aging Buckets
0–90 Days
₹280 Cr
91–180D
₹180 Cr
181–365D
₹126 Cr
1–3 Years
₹92 Cr
3+ Years
₹60 Cr
SMA Migration Tracker
Standard Assets 41,054 Accounts
↓ 892 migrated to SMA
SMA-1 (31–60 DPD) 612 Accounts
↓ 348 migrated to SMA-2
SMA-2 (61–90 DPD) 348 Accounts
↓ 186 classified NPA
NPA (90+ DPD) 386 Accounts
Compliance Scoring
Classification Accuracy
99%
Provision Adequacy
96%
Report Timeliness
100%
Data Completeness
98%
Audit Readiness
97%
RBI Alignment
100%
ai-IRAC by INNOTECH AI

Modernize IRAC & NPA Compliance Management

Automate asset classification, provisioning, and RBI compliance with ai-IRAC.