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.
Core ECL Calculation Engine
Comprehensive credit risk modeling across all three stages
ECL = DF(tᵢ) × PD(tᵢ) × LGD(tᵢ) × EAD(tᵢ)DF(tᵢ)PD(tᵢ)LGD(tᵢ)EAD(tᵢ)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 + ... + βₙXₙMacro-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
Integrations
Three-Stage ECL Model
Automated stage allocation with SICR detection
Performing Assets
Underperforming Assets
Credit-Impaired Assets
SICR Indicators
Pre-Configured for 15+ Regulators
Estimator 9 ships with reporting templates and methodology defaults aligned to each central bank's IFRS 9 expectations. Outputs match supervisory format on day one — no template-building consulting engagement required.
Estimator 9 vs Legacy IFRS 9 Platforms
Banks evaluating Estimator 9 alongside SAS Risk, Moody's, Wolters Kluwer and Provenir consistently cite these six differentiators. See the full head-to-head on the comparison page.
14-day deployment guarantee
Cloud-native architecture means production-ready ECL in 2 weeks, not 6–18 months. Legacy on-prem platforms typically require multi-quarter consulting engagements.
100% formula transparency
Every PD, LGD, EAD and stage classification step is visible and auditable. Closed black-box engines often cannot be defended in regulator inspection.
15+ regulators pre-configured
Templates for SBP, CBUAE, SAMA, NRB, MAS, BB, CBK, BoT and more — outputs already match each supervisor’s reporting format on day one.
Multi-GAAP from one engine
IFRS 9, SFRS(I) 9 (Singapore), and US CECL run on the same calculation core — reconcile group and subsidiary reporting without dual-stack maintenance.
Islamic banking & Takaful support
Shariah-compliant ECL workflows for Murabaha, Ijara, Sukuk and Wakalah portfolios — used by GCC, Pakistan, Bangladesh and Malaysia Islamic banks.
Big 4 first-time approval rate
200+ Big 4 audit approvals (KPMG, PwC, Deloitte, EY) at a 100% first-time approval rate on IFRS 9 model and ECL output reviews.
Built by Quantitative Practitioners
Estimator 9's ECL methodology, validation framework and supervisory workflows are designed and maintained by named quantitative experts with regulatory and Big 4 audit track records.
Dr. Shahbaz Khan
Doctoral research in econometric credit risk modeling. 18+ years building PD, LGD and EAD models reviewed by SBP, CBUAE and Big 4 audit teams.
Dr. Adnan Khan
Quantitative advisor to the IASB on Predictive Analytics. Founding member, BCBS-aligned risk methodology working group. 25+ years across model design and regulatory consultations.
Audited by KPMG, PwC, Deloitte & EY
200+ Big 4 audit approvals across 56+ institutions in 40+ countries — 100% first-time approval rate on IFRS 9 model and ECL output reviews
Deploy IFRS 9 with confidence
Join 60+ banks automating ECL calculations with supervisor-approved models
IFRS 9 Resources & Support
Stay updated and get expert guidance on IFRS 9 implementation
IFRS 9 Regulatory Updates
Stay ahead of global regulatory changes with real-time updates and implementation guidance
IFRS 9 Implementation FAQs
Comprehensive answers to common IFRS 9 implementation challenges and technical questions
IFRS 9 Model Validation Services
Independent PD, LGD, EAD, SICR, and forward-looking ECL validation aligned with Big 4 audit and BCBS 239 standards
Continue exploring
Calculators, regional compliance pages and adjacent FineIT solutions related to this product.
Compliance platform overview, regulator coverage and buyer’s guide for IFRS 9 software.
Deep-dive on the PD, LGD and EAD modelling engine behind Estimator 9.
Try the Expected Credit Loss calculator before booking a demo.
SBP-aligned ECL automation for Pakistani banks and DFIs.
CBUAE-compliant ECL solution for Dubai and Abu Dhabi banks.
MAS Notice 612 / 612A-aligned ECL automation for Singapore banks and QFBs.
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.