IFRS 9-ECL
Expected Credit Loss Calculation Engine
Automate expected credit loss calculations with PD/LGD/EAD modeling, stage migration, SICR triggers, scenario weighting, and regulatory compliance — built for precision, governance, and audit readiness.
From model calibration to regulatory disclosure — manage the full ECL lifecycle with granular control, multi-scenario analysis, and dual-framework alignment.
Calculate. Govern. Report — ECL with confidence.
Executive Command Center
Core Modules
End-to-end ECL management — from model calibration through calculation to regulatory disclosure, all with full governance and audit trails.
Assessments
The assessment wizard for credit impairment evaluation. Supports Individual Assessments (counterparty-level with risk factors, guarantor evaluation, qualitative criteria) and Segment Assessments (portfolio-level grouped by product type, industry, or rating). Features an analytics dashboard with stage migration matrix, assessment coverage, and SLA tracking.
Key Features
Individual assessment with counterparty risk factors, financial analysis, guarantor evaluation, and management overlays
Segment-level portfolio assessments grouped by product type, industry, rating grade, and geography
Analytics dashboard with stage migration matrix, trigger analysis, assessment coverage, and SLA aging compliance
Executive Command Center
The portfolio-level oversight hub consolidating ECL positions, stage distributions, and migration trends across the entire credit book in one executive-ready view. Tracks SICR triggers, override governance, and coverage ratios alongside reserve adequacy analysis for proactive credit risk management.
Key Features
Portfolio summary with total exposures, stage distribution (Stage 1/2/3), ECL balances, and coverage ratios
Stage migration trends with period-over-period flow analysis showing upgrades, downgrades, and write-offs
SICR trigger monitoring with override statistics, management overlay impact, and reserve adequacy trend lines
Model Studio
The parameter configuration and model governance engine for PD, LGD, and EAD model management. Supports TTC-to-PIT conversion, macroeconomic scenario integration, and SICR staging criteria definition. Full model lifecycle workflow with version control, backtesting, validation, and regulatory audit trails.
Key Features
PD model configuration with TTC-to-PIT conversion, rating grade mapping, and macroeconomic overlay integration
LGD/EAD model management with cure rate calibration, collateral haircuts, CCF calibration, and recovery assumptions
SICR criteria definition with quantitative thresholds, qualitative triggers, and backstop rules (30 DPD default)
Mathematical Formula
The ECL calculation core implementing the PD × LGD × EAD formula with stage-based allocation, discounting, and scenario weighting. Handles lifetime vs. 12-month ECL calculations, collateral waterfall with haircut scheduling, and multi-scenario probability-weighted loss aggregation aligned with IFRS 9 standards.
Key Features
Core ECL formula: PD × LGD × EAD with stage-based allocation — 12-month for Stage 1, lifetime for Stage 2/3
Collateral waterfall processing with haircut schedules, forced sale values, and LGD/recovery adjustments
Scenario weighting with base/optimistic/pessimistic macroeconomic scenarios and probability-weighted aggregation
Calculation Engine
The automated processing engine that orchestrates parameter integration, discount factor application, and ECL output generation. Handles batch processing across portfolios, applies forward-looking macroeconomic adjustments, generates granular facility-level outputs, and produces audit-ready calculation logs.
Key Features
Automated PD, LGD, EAD parameter integration with stage assignment rules and SICR threshold checks
Discount factor application using effective interest rates with cash flow timing adjustments
Batch ECL processing with facility-level outputs, portfolio rolls-up, and comprehensive calculation audit logs
ECL Analytics
The intelligence and insights layer for ECL trend analysis, stage migration monitoring, and governance oversight. Deep-dive into SICR trigger distributions, override patterns, vintage analysis, and SLA aging to ensure model performance and regulatory compliance are continuously monitored.
Key Features
Stage migration analytics with flow matrices, downgrade/upgrade trends, and write-off progression analysis
SICR trigger distribution with quantitative vs. qualitative trigger breakdown and backstop activation rates
Override governance with approval chain tracking, override impact on ECL, and management overlay trend analysis
Loan Declassification
The stage transition governance engine managing movement between Stages 1, 2, and 3 with multi-level approval workflows. Supports cure period monitoring, reclassification criteria validation, and evidence-based documentation for every stage migration ensuring full audit trail and regulatory defensibility.
Key Features
Stage migration workflow with cure period tracking, reclassification criteria, and evidence documentation
Multi-level approval chain covering analyst → reviewer → approver with delegation and escalation rules
Full audit trail logging every stage change with before/after snapshots, justification, and approval timestamps
Regulatory Compliance
The compliance assurance module ensuring IFRS 9 ECL outputs meet both international accounting standards and local central bank requirements. Pre-built disclosure templates, coverage ratio monitoring, dual-framework alignment, and automated regulatory reporting streamline exam readiness and reduce compliance friction.
Key Features
Pre-built IFRS 9 disclosure templates with stage-level ECL, coverage ratios, and sensitivity analysis schedules
Dual alignment with IFRS 9 international standards and local central bank provisioning requirements
Automated regulatory report generation with reconciliation checks, data quality scores, and submission-ready formats
Executive Reports
The Executive Reports module serves as the reporting and disclosure hub for IFRS 9 ECL provisioning outcomes. Generates board-level provisioning summaries, stage migration reports, coverage ratio analysis, and regulatory disclosure packages aligned with IFRS 9 and local central bank requirements. Automated scheduling, reconciliation reports, and submission-ready formats ensure complete governance defensibility — with a full audit trail on every report generation, approval, and delivery action.
Key Features
Board-level provisioning summaries with stage distribution, ECL movements, and coverage ratio trend analysis
IFRS 9 disclosure packages with reconciliation reports, sensitivity analysis schedules, and stage migration trends
Regulatory reporting with submission-ready formats aligned to central bank requirements and full audit trail
Why IFRS 9-ECL?
The platform that turns ECL compliance from spreadsheet burden into automated precision
Automated ECL
PD × LGD × EAD calculations with stage allocation, scenario weighting, and discount factor application — fully automated.
Stage Migration
Real-time stage monitoring with SICR triggers, cure period tracking, and multi-level approval workflows.
Model Studio
Full model lifecycle management with PD/LGD/EAD calibration, backtesting, version control, and regulatory validation.
Scenario Engine
Probability-weighted ECL across base, optimistic, and pessimistic macroeconomic scenarios for forward-looking provisioning.
Dual Alignment
Simultaneous compliance with IFRS 9 international standards and local central bank provisioning requirements.
Audit Ready
Complete calculation audit trails, disclosure templates, coverage ratio monitoring, and submission-ready regulatory reports.
Regulatory Frameworks
Dual alignment with international standards and local regulatory requirements
IFRS 9
Basel III
Local Central Bank
IAS 39 Transition
SICR Standards
ECB/EBA Guidelines
Industries We Serve
IFRS 9-ECL solutions tailored for financial institutions, lenders, and regulated entities across diverse sectors.
Banking
IFRS 9 for Banking Portfolios
Comprehensive ECL engine for retail, corporate, and wholesale lending — with PD/LGD/EAD modeling, stage migration tracking, and central bank reporting built in.
Retail, corporate, and wholesale lending ECL
PD/LGD/EAD modeling and calibration
Automated stage migration workflows
Central bank regulatory reporting
Fintech
ECL for Digital Lending
Automated provisioning for digital loan products and peer-to-peer lending platforms — with real-time stage classification designed for fast-disbursement models.
Automated provisioning for digital loans
Peer-to-peer lending ECL calculations
Real-time stage classification
Fast-disbursement model support
Insurance
IFRS 9 for Insurance Investments
ECL calculation for insurance investment portfolios — covering bond and fixed-income impairment with dual IFRS 9/IFRS 17 alignment.
ECL for insurance investment portfolios
Bond and fixed-income impairment
Dual IFRS 9/IFRS 17 alignment
Investment portfolio provisioning
Capital Markets
IFRS 9 for Investment Portfolios
ECL for trading books and counterparty exposures — with multi-scenario probability-weighted calculations and dual regulatory alignment.
ECL for trading books and counterparty exposures
Multi-scenario probability-weighted calculations
Dual regulatory alignment
Investment portfolio impairment
Microfinance & NBFCs
ECL for Micro-Loan Portfolios
Collective assessment for homogeneous micro-loan pools — with day-one ECL for disbursements and forward-looking overlays for rural and urban markets.
Collective assessment for homogeneous micro-loan pools
Day-one ECL for disbursements
Forward-looking overlays for rural/urban markets
Simplified staging for high-volume portfolios
Frequently Asked Questions
Everything you need to know about IFRS 9-ECL.
ECL With
Confidence.
See IFRS 9-ECL in action. Schedule a demo and discover how to automate expected credit loss with precision and governance.