Model Governance

The Expected Credit Loss (ECL) model is a cornerstone of modern financial risk management, especially under IFRS 9 and Ind AS 109. It enables institutions to estimate potential losses from credit defaults with greater accuracy and transparency.

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Who Will This Service Help?

Tailored solutions for stakeholders across the financial reporting ecosystem.

Corporate Finance Teams

Ensure accurate liability recognition and smooth quarterly/annual closings with precise actuarial reports.

HR & Compensation

Optimize benefit structures (Gratuity, Leave, Pension) and understand long-term cost implications.

Auditors & Compliance

Receive transparent, fully documented valuation reports that withstand rigorous audit scrutiny.

Risk Professionals

Assess sensitivity to interest rates and attrition, managing long-term balance sheet volatility.

Impairment Requirements

We would help value the loss allowance for financial assets subject to impairment. Which applies to loans, receivables, and other credit exposures under IFRS 9/Ind AS 109. We can apply actuarial techniques to segmented portfolios by risk characteristics and exposure types to estimate provisions whilst incorporating forward-looking information and macroeconomic scenarios.

100%

Compliance Rate

Custom Model Design, Development, or Enhancement

We can build a robust, data-driven ECL model tailored to your institution’s portfolio through defining model architecture (PD, LGD, EAD) with integration of historical data, behavioral patterns, and external indicators to align with both accounting standards and regulatory expectations (e.g., RBI). We can improve predictive accuracy and ensure scalability and adaptability to changing risk profiles.

24h

Query Response

Model Validation

We can deploy our expertise in model building to help review your models across products.
Let us test model assumptions, segmentation logic, and calibration techniques, benchmark against industry practices and regulatory guidance while providing you with a model efficacy report which identifies gaps and recommends corrective actions.

7500+

Reports/Year

Model Governance

Let us aid you in establishing a structured oversight mechanism for model lifecycle management by defining roles and responsibilities across model owners, users, and validators, implement periodic reviews, approvals, and change controls and monitor model performance and recalibration needs. It will benefit you to enhance accountability and support audit-readiness and regulatory compliance.

24h

Query Response

Model Documentation Support

Let us help create comprehensive documentation to support transparency and traceability like audit trails for model development and updates, technical reports detailing assumptions, inputs, and outputs and User manuals and governance logs. This will facilitate internal reviews and external audits and strengthen institutional memory and knowledge transfer.

100%

Compliance Rate

Scorecard Model Development

We can help you predict borrower default likelihood using historical data and behavioral indicators by developing scorecards using statistical and machine learning techniques, differentiate between high-risk and low-risk borrowers and integrate with credit decisioning and portfolio monitoring systems. This will improve risk segmentation and enable proactive credit risk management.

24h

Query Response

Meet the Experts

The consultants behind our precision

Mr. Nirav Mehta

Actuarial Lead

20+ years specializing in post-retirement benefit valuations for Fortune 20+ years specializing in post-retirement benefit valuations for Fortune.

Mr. Keval Shah

Actuarial Consultant

20+ years specializing in post-retirement benefit valuations for Fortune 20+ years specializing in post-retirement benefit valuations for Fortune.

Mr. Rahul Salian

Actuarial Consultant

20+ years specializing in post-retirement benefit valuations for Fortune 20+ years specializing in post-retirement benefit valuations for Fortune.

Ms. Rashi Manek

Associate Actuary

rashi@ka-pandit.com

20+ years specializing in post-retirement benefit valuations for Fortune 20+ years specializing in post-retirement benefit valuations for Fortune.

Mr. Kartik Patel

Lead – Client Services
Ahmedabad

kartik@ka-pandit.com

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Workshops & Trainings

Insights

Actuarial Thinking for Business Brilliance

Our Insights blend analytical rigor with strategic foresight, helping businesses navigate uncertainty with confidence. By quantifying risk and modeling future outcomes, it empowers smarter decisions, sustainable growth, and long-term value creation.

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Volatility in the Interest Rate March 2017 v/s June 2017

Employee Benefit Obligations are to be valued based on G-Sec rate of estimated term as prevalent at the end of the reporting period.

Topic to be covered: Volatility in the Interest Rate March 2017 v/s September 2017

Employee Benefit Obligations are to be valued based on G-Sec rate of estimated term asprevalent at the end of the reporting period.

KAP’s Interest Rate Updates For Employee Benefits as on 30th June 2025

Summary of G-sec rates and par yields for employee benefits as of 30th June 2025.

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