🏦 Part of our Banking & Financial Services Industry Training Series — browse all related courses →
About This Course
Retail credit risk remains one of the most consequential disciplines within banking and consumer finance. As lending volumes grow and borrower profiles diversify, financial institutions face mounting pressure to make faster, more accurate credit decisions while maintaining portfolio quality and regulatory compliance. A single misjudged lending strategy or a poorly calibrated credit scoring model can erode profitability, trigger regulatory scrutiny, and undermine stakeholder confidence.
This five-day Retail Credit Risk Management Training programme by TrainingComplex is designed to give credit analysts, risk officers, and lending managers the conceptual depth and practical capability to manage retail credit risk with precision and confidence. The course covers the complete credit risk lifecycle — from origination and underwriting through to arrears management, write-off, and recovery — with a focus on real-world application in consumer lending, mortgage finance, and small business credit.
Participants will gain hands-on experience with credit scoring methodologies, behavioural analytics, expected loss modelling, and IFRS 9 provisioning frameworks. The programme also addresses portfolio stress testing, early warning indicators, and the governance structures that effective retail risk functions require. Whether you work in a commercial bank, microfinance institution, digital lender, or development finance organisation, this course will sharpen your ability to balance credit growth with sound risk management.
Upon completion, participants will leave with a comprehensive toolkit of models, frameworks, and practical templates that can be immediately applied within their organisations to strengthen retail credit risk decision-making at every level.
Who Should Attend
- Credit analysts and senior credit officers in commercial banks and microfinance institutions
- Retail lending managers responsible for consumer, mortgage, or SME portfolios
- Risk managers and enterprise risk officers with credit portfolio oversight responsibilities
- Credit policy and strategy professionals designing or reviewing lending frameworks
- Compliance officers working within retail banking or consumer finance environments
- Internal auditors assessing credit risk management processes and controls
- Fintech and digital lending professionals managing algorithmic credit decisioning systems
- Regulatory and supervisory examiners conducting credit risk assessments of financial institutions
Learning Objectives
- Understand the nature, sources, and dimensions of retail credit risk across consumer, mortgage, and SME lending segments
- Apply quantitative and qualitative credit assessment frameworks to evaluate individual borrower creditworthiness
- Design and interpret credit scorecards, application scores, and behavioural scoring models
- Calculate and interpret key credit risk metrics including Probability of Default, Loss Given Default, and Exposure at Default
- Apply IFRS 9 expected credit loss methodology and staging criteria to retail portfolios
- Conduct portfolio-level stress testing and scenario analysis to assess vulnerability to economic shocks
- Identify early warning indicators of credit deterioration and implement proactive arrears management strategies
- Develop and enforce credit policy frameworks, lending criteria, and risk appetite statements
- Evaluate the effectiveness of collateral, guarantees, and other credit risk mitigants in retail lending
- Align retail credit risk practices with Basel III/IV regulatory requirements and local central bank guidelines
Course Modules
Module 1: Foundations of Retail Credit Risk
- Definition and scope of retail credit risk in consumer, mortgage, and SME lending
- The retail credit risk lifecycle: origination, monitoring, arrears, and recovery
- Key differences between retail and corporate credit risk management
- Types of retail borrowers and their risk profiles: employed, self-employed, micro-entrepreneurs
- Sources of credit risk: default risk, concentration risk, and portfolio volatility
- The business cost of poor credit risk management: NPL impact, provisioning, and reputational damage
Module 2: Credit Policy and Risk Appetite Frameworks
- Designing a retail credit policy: purpose, scope, and governance
- Setting and communicating risk appetite for retail lending
- Lending criteria and eligibility rules: income thresholds, debt-to-income ratios, and tenors
- Delegated lending authorities and credit committee structures
- Policy exceptions: process, documentation, and risk controls
- Reviewing and updating credit policy in response to portfolio performance and market changes
Module 3: Borrower Assessment and Creditworthiness Analysis
- The five Cs of credit applied to retail borrowers: character, capacity, capital, collateral, conditions
- Income verification methodologies for salaried, informal, and business borrowers
- Analysing personal financial statements and bank account behaviour
- Debt burden and affordability calculations across multiple obligations
- Challenges in assessing thin-file and first-time borrowers
- Using alternative data sources: utility payments, mobile money history, and psychometric assessments
Module 4: Credit Scoring and Automated Decisioning
- Purpose and mechanics of credit scoring in retail lending
- Application scorecards: development, variable selection, and weight of evidence methodology
- Behavioural scorecards and their role in limit management and retention decisions
- Cutoff scores, accept/reject strategies, and score-to-odds relationships
- Model validation, monitoring, and Gini coefficient interpretation
- AI and machine learning in credit scoring: opportunities, risks, and governance considerations
Module 5: Risk Metrics and Expected Loss Modelling
- Probability of Default (PD): definition, estimation approaches, and data requirements
- Loss Given Default (LGD): collateral, recovery rates, and workout costs
- Exposure at Default (EAD): committed and uncommitted exposure in retail portfolios
- Expected Loss (EL) calculation and its role in pricing and provisioning
- Unexpected loss and economic capital concepts for retail portfolios
- Vintage analysis and roll-rate matrices for tracking portfolio performance over time
Module 6: IFRS 9 Expected Credit Loss and Impairment Reporting
- Overview of IFRS 9 and its implications for retail lending institutions
- The three-stage ECL model: staging criteria and significant increase in credit risk (SICR)
- Measuring 12-month versus lifetime expected credit losses
- Forward-looking macroeconomic overlays and probability-weighted scenarios
- Practical challenges in IFRS 9 implementation: data, models, and governance
- Disclosure requirements and communicating ECL outcomes to stakeholders
Module 7: Collateral, Guarantees, and Credit Risk Mitigation
- Types of collateral used in retail lending: property, vehicles, savings, and movable assets
- Valuation methodologies and haircuts for retail collateral
- Legal enforceability of security interests across different jurisdictions
- Personal guarantees and co-borrower arrangements: effectiveness and limitations
- Credit insurance and loan protection products as risk mitigation tools
- Monitoring collateral values and triggering revaluation events
Module 8: Portfolio Monitoring and Early Warning Systems
- Designing a retail portfolio monitoring framework: metrics, frequency, and escalation triggers
- Key portfolio health indicators: NPL ratio, PAR, coverage ratio, and delinquency roll rates
- Building and deploying early warning indicator dashboards
- Account-level behavioural signals of emerging credit stress
- Segmentation and concentration risk monitoring within retail portfolios
- Governance of portfolio monitoring: reporting lines, committee oversight, and corrective action protocols
Module 9: Arrears Management, Restructuring, and Recovery
- Stages of retail arrears: pre-delinquency, early arrears, and chronic default
- Differentiating can't-pay from won't-pay borrowers: assessment and appropriate response
- Collections strategies by arrears stage: self-cure, outbound contact, and field collections
- Loan restructuring and rescheduling: criteria, conditions, and forbearance governance
- Write-off policies, debt sale, and the use of external recovery agencies
- Rehabilitating recovered accounts and managing cured borrower relationships
Module 10: Stress Testing, Regulatory Compliance, and Risk Governance
- Retail credit portfolio stress testing: scenario design and macroeconomic variable mapping
- Basel III/IV capital adequacy implications for retail credit portfolios
- Central bank prudential guidelines on provisioning, NPL classification, and credit concentration
- Credit risk governance structures: roles of the board, risk committee, and credit risk function
- Conduct risk and responsible lending obligations in retail credit
- Building a continuous improvement culture: lessons learned reviews, model recalibration, and policy evolution
Requirements & Prerequisites
Participants should have a foundational understanding of banking or financial services operations and be familiar with basic financial concepts such as interest rates, loan structures, and financial statements. Some prior exposure to credit analysis, lending processes, or risk management is beneficial, though not mandatory for those with strong finance backgrounds. A working knowledge of Microsoft Excel is recommended, as several quantitative exercises in the course involve data-based modelling tasks.
Training Methodology
- Live case studies drawn from real retail lending portfolios in African and Gulf banking markets, illustrating credit decisions across consumer, mortgage, and SME segments
- Hands-on scorecard development exercises where participants build, calibrate, and validate a simplified application scorecard using sample borrower data
- Group portfolio stress testing simulations requiring participants to model the impact of macroeconomic shocks on loan loss provisions
- Structured credit file review workshops where teams assess borrower applications, identify red flags, and make documented lending recommendations
- IFRS 9 staging and provisioning exercises using illustrative retail portfolio datasets to practise ECL calculation and impairment reporting
- Role-play scenarios involving early arrears conversations, restructuring negotiations, and credit committee presentations
- Debriefs on real-world credit risk failures and near-misses, drawing lessons on governance, policy gaps, and oversight breakdowns
- Practical toolkit development — participants leave with ready-to-use templates for credit memos, early warning dashboards, and risk appetite statements
Organisational Benefits
- Reduced non-performing loan ratios through improved credit origination standards and portfolio monitoring
- Stronger regulatory compliance posture across IFRS 9, Basel III, and national central bank credit risk guidelines
- More consistent and defensible credit decision-making at the branch and relationship manager level
- Enhanced ability to detect deteriorating accounts early and intervene before arrears escalate
- Improved profitability through better risk-adjusted pricing and portfolio mix management
- Greater organisational confidence in credit scoring models and automated decisioning systems
- Stronger internal audit and governance frameworks around the retail credit risk function
- Better-prepared teams capable of navigating economic downturns, rising interest rates, and borrower stress events
Where Is Retail Credit Risk Management Training Offered?
This course runs in-person across: Nairobi, Johannesburg, Addis Ababa, Kigali, Nakuru, Abuja, Zanzibar, Pretoria, Dubai, Kisumu, Naivasha, Lagos, Kampala, Accra, Dar es Salaam, Arusha, Cape Town, Riyadh, Mombasa, plus Live Virtual (online) cohorts. Browse live dates for your city below.
Upcoming Schedules
| Location | Format | Dates | Price |
| Nairobi, Kenya |
In-Person |
5 Oct 2026 – 9 Oct 2026 |
KES 105,000 |
| Johannesburg, South Africa |
In-Person |
5 Oct 2026 – 9 Oct 2026 |
USD 3,500 |
| Addis Ababa, Ethiopia |
In-Person |
12 Oct 2026 – 16 Oct 2026 |
USD 2,400 |
| Kigali, Rwanda |
In-Person |
12 Oct 2026 – 16 Oct 2026 |
USD 1,900 |
| Live Virtual |
Online |
17 Oct 2026 – 8 Nov 2026 |
KES 80,000 |
| Nakuru, Kenya |
In-Person |
19 Oct 2026 – 23 Oct 2026 |
KES 120,000 |
| Abuja, Nigeria |
In-Person |
19 Oct 2026 – 23 Oct 2026 |
USD 2,800 |
| Zanzibar, Tanzania |
In-Person |
19 Oct 2026 – 23 Oct 2026 |
USD 2,500 |
| Pretoria, South Africa |
In-Person |
19 Oct 2026 – 23 Oct 2026 |
USD 3,300 |
| Dubai, United Arab Emirates |
In-Person |
19 Oct 2026 – 23 Oct 2026 |
USD 4,100 |
| Kisumu, Kenya |
In-Person |
19 Oct 2026 – 23 Oct 2026 |
KES 120,000 |
| Naivasha, Kenya |
In-Person |
19 Oct 2026 – 23 Oct 2026 |
KES 115,000 |
| Live Virtual |
Online |
19 Oct 2026 – 23 Oct 2026 |
KES 80,000 |
| Lagos, Nigeria |
In-Person |
26 Oct 2026 – 30 Oct 2026 |
USD 2,500 |
| Kampala, Uganda |
In-Person |
26 Oct 2026 – 30 Oct 2026 |
USD 1,900 |
+237 more dates — view live schedule →
Frequently Asked Questions
Do I need a technical or quantitative background to attend this course?
A strong quantitative background is not required, though comfort with basic numerical concepts and Microsoft Excel is helpful. The course explains all statistical and modelling concepts in accessible, practical terms, and quantitative exercises are structured so that participants can engage meaningfully regardless of their mathematical background.
Is this course relevant to microfinance institutions and digital lenders, or only traditional banks?
The course is designed to be highly relevant across all retail lending contexts, including commercial banks, microfinance institutions, SACCOs, and fintech or digital lenders. Case studies and examples are drawn from a range of institutional settings, including markets across Africa and the Gulf, to ensure broad applicability.
Will participants receive a certificate upon completion?
Yes. Participants who attend and complete the full five-day programme will receive a Certificate of Completion from TrainingComplex, confirming their professional development in Retail Credit Risk Management.
How practical is the course — will there be hands-on exercises?
The course is highly practical. Participants engage in scorecard-building exercises, credit file reviews, IFRS 9 provisioning calculations, and portfolio stress testing simulations throughout the week. Each participant also leaves with a set of ready-to-use templates and frameworks applicable to their own organisation.
Can this training be delivered in-house for an entire credit team?
Yes. TrainingComplex offers customised in-house delivery of this programme for financial institutions wishing to train their credit teams together. In-house delivery allows the content to be tailored to your organisation's specific portfolio, policies, and regulatory environment. Contact TrainingComplex directly to discuss your requirements.
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