RBI ECL Compliance.Built on proven U.S. CECL experience.
ECL Express combines years of production CECL implementation experience across U.S. community banks and credit unions with a purpose-built platform designed for India's transition to the RBI Expected Credit Loss framework.
Community BanksCredit UnionsRegional BanksNBFCsHFCsCo-operative BanksForeign Banks
Production heritage
We've already done this — at scale, in the United States.
ECL Express is not a concept platform. It is a production system used today by U.S. banks and credit unions to comply with the FASB CECL standard, with documented audit trails, examiner-ready reporting and quarterly close cycles.
0+ yrs
of production CECL experience in the United States
0+
financial institutions supported across U.S. markets
0M+
loans analysed across community and regional balance sheets
0+
macroeconomic scenarios processed each reporting cycle
Ind AS 109 · IFRS 9 · Basel forward-looking guidance
Why ECL Express
A platform engineered for institutional credit risk.
Six capabilities, each already running in production for U.S. CECL clients, now extended for India's regulatory profile.
01
Proven CECL Experience
Implementation experience across community banks and credit unions in the United States — every workflow, exception and audit pattern already encountered in production.
Quarterly close cadence
Examiner-tested audit trail
Five regulator-accepted methods
02
ECL Calculation Engine
Lifetime expected loss computed at loan-level using PD, LGD and EAD term structures with consistent application of SICR and stage migration logic.
Loan-level PD × LGD × EAD
12-month and lifetime ECL
Stage 1 / 2 / 3 classification
03
Scenario Management
Define, version and weight base, adverse and severely adverse macroeconomic scenarios. Probability-weighted ECL with full overlay traceability.
RBI / IMF / in-house scenarios
Probability weighting
Scenario comparison reports
04
Portfolio Segmentation
Risk-homogeneous pools with structured rules, change management and re-segmentation impact assessment.
Product, geography, vintage, rating
Re-segmentation diff
Pool-level documentation
05
Governance Framework
Maker–checker workflows, model versioning, approval records and full lineage from board pack down to individual loan input.
Role-based access
Sign-off and lock
Versioned model runs
06
Executive Reporting
Board, ALCO and CRO reporting surfaces with regulator-aligned disclosures and one-click drill-through to underlying loan data.
Board & ALCO packs
Regulator templates
Drill-down to loan level
RBI ECL Framework
Understanding India's Expected Credit Loss requirements.
The RBI ECL Directions replace the incurred-loss model with a forward-looking, lifetime expected-credit-loss approach. Institutions must assess credit risk at origination, monitor for significant deterioration, and hold provisions that reflect probability-weighted macroeconomic scenarios.
Issued Jan 2023
2025
2026
1 Apr 2027
Jan 2023
2025
2026
Apr 2027
Currently viewing: Final Directions & Parallel Runs · 2026
Three-stage classification
Stage 1 — 12-month expected credit loss
Applies to all newly originated exposures and performing assets where credit risk has not increased significantly since origination. Interest revenue calculated on gross carrying amount.
RBI Directions permit multiple methods. The optimal choice depends on portfolio granularity, data availability, and internal model risk maturity.
02
Vintage Analysis
Tracks loss emergence by origination vintage and seasoning period. Calibrates lifetime expected loss from observed cumulative charge-off curves by product and origination quarter.
Best suited for
Mortgages, personal loans, SME term loans
Platform architecture
One platform. End-to-end ECL.
A single integrated stack — from raw loan ingestion through regulator submission — eliminating the spreadsheet sprawl typical of first-time ECL builds.
Client experience
Trusted by financial institutions across the United States.
Real production deployments, real audits, real quarterly closes — and now extended for India.
Executive briefing
Ready for RBI ECL?
A 45-minute executive briefing with our CECL implementation team — tailored to your portfolio profile, your RBI readiness assessment and your board's risk appetite.