IFRS 9 Solution

Estimator 9 — IFRS 9 ECL Automation

End-to-end Expected Credit Loss (ECL) platform for IFRS 9 compliance — audited by Big 4 firms and deployed across 56+ banks and financial institutions globally.

Estimator 9, developed by FineIT Private Limited (est. 2001), is an audit-ready IFRS 9 Expected Credit Loss platform deployed in 56+ institutions across 40+ countries. FineIT serves as a quantitative advisor to the IASB on Predictive Analytics and is a member institution of the BCBS. Estimator 9 has achieved 200+ Big 4 audit approvals with a 100% approval rate and offers a 14-day implementation guarantee.

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70%
Faster ECL runs
56+
Institutions
40+
Countries
100%
Approval rate

Core ECL Calculation Engine

Comprehensive credit risk modeling across all three stages

ECL = DF(tᵢ) × PD(tᵢ) × LGD(tᵢ) × EAD(tᵢ)
DF(tᵢ)
Discount Factor
Time-value adjustment using effective interest rate
PD(tᵢ)
Probability of Default
Point-in-time default probability at time i
LGD(tᵢ)
Loss Given Default
Expected loss severity post-default
EAD(tᵢ)
Exposure at Default
Outstanding exposure at default event

Core Capabilities

Six pillars of quantitative credit risk modeling

Portfolio Segmentation

Discriminant analysis, statistical pooling

Advanced statistical techniques to segment portfolios by risk characteristics, ensuring homogeneous pools for accurate ECL estimation.

Z = β₀ + β₁X₁ + β₂X₂ + ... + βₙXₙ

Macro-economic Scenario Modeling

MEVs identification, MES simulations

PIT PD & LGD Estimation

Term structures, collateralized logic

Bucket-wise EAD Estimation

DPD-based exposure mapping

GPPC-compliant Disclosures

Audit-ready exports, committee artifacts

Stress Testing & Validation

Parametric runs, anomaly detection

Technical Capabilities

Automated SICR (Significant Increase in Credit Risk) identification
Three-stage allocation with transfer tracking
Lifetime vs. 12-month ECL calculation
Credit-impaired asset identification (Stage 3)
Modified assets and forbearance tracking
Purchased or originated credit-impaired (POCI) assets
Write-off and recovery management
Forward-looking information integration

Integrations

Core Banking Systems
Direct API integration
General Ledger
Automated journal entries
AARO Systems
Disclosure automation
Data Warehouses
ETL pipelines
Risk Platforms
Bi-directional sync
Audit Tools
Evidence trail export

Three-Stage ECL Model

Automated stage allocation with SICR detection

Stage 1

Performing Assets

12-month ECL
No SICR since initial recognition
Low credit risk
12-month forward-looking PD
Stage 2

Underperforming Assets

Lifetime ECL
SICR identified
Not credit-impaired
Lifetime forward-looking PD
Stage 3

Credit-Impaired Assets

Lifetime ECL
Objective evidence of impairment
90+ days past due
Individual assessment

SICR Indicators

30+ days past due
Downgrade in credit rating
Forbearance measures
Significant changes in collateral

Audited by Big 4 Firms

Used in 56+ institutions across 40+ countries

Big 4 audit approval
Central bank validated
GPPC-compliant
Continuous monitoring

Deploy IFRS 9 with confidence

Join 60+ banks automating ECL calculations with supervisor-approved models

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IFRS 9 Resources & Support

Stay updated and get expert guidance on IFRS 9 implementation

Regulatory Intelligence

IFRS 9 Regulatory Updates

Stay ahead of global regulatory changes with real-time updates and implementation guidance

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Knowledge Base

IFRS 9 Implementation FAQs

Comprehensive answers to common IFRS 9 implementation challenges and technical questions

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ECL Software - IFRS 9 Expected Credit Loss Automation

Leading ECL software for IFRS 9 compliance. Complete Expected Credit Loss calculation platform with ECL automation, PD/LGD/EAD modeling, stage migration & regulatory compliance. Audit-ready ECL solution for banks. FineIT (est. 2001) is a quantitative advisor to the IASB and BCBS member. 200+ Big 4 audit approvals, 100% approval rate, 14-day deployment, 150+ institutions in 40+ countries.