Advanced Auditing Techniques and Procedures

Non-Performing Loans (NPL) Management Training

Master NPL Management with AI-Enhanced Early Warning and Recovery Strategy

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Platform:
Online
In-class
Date Venue Duration
Available on Request

Course Introduction

Managing NPLs takes more than a phone call or a letter. It demands strategy, analysis, timing, and collaboration. In today’s environment, lenders must sustain high repayment rates while navigating economic uncertainty, borrower stress, and complex portfolios—standard recovery tactics are no longer enough. 

This Non-Performing Loans (NPL) Management practical programme equips you to tackle NPLs with structure and confidence. You’ll learn to spot early warning indicators, diagnose root causes of default, and tailor recovery strategies by borrower type and risk profile. Whether you operate in retail banking, SME lending, microfinance, or development finance, you’ll leave with clear processes, working templates, and a sharper recovery mindset. 

Learning is hands-on and scenario-based, built around real cases, role-plays, and live exercises. You’ll practise leading recovery conversations, restructuring troubled loans, and tracking portfolio performance with precision. 

Course Objectives

By the end of this training, you will be able to:
  • Identify early warning signs before loans go bad, including how AI-driven predictive models now identify at-risk loans months before traditional warning signs appear
  • Diagnose the root causes of non-payment
  • Segment NPLs by risk level and recovery potential
  • Design realistic, borrower-specific recovery plans
  • Apply legal and non-legal enforcement options appropriately
  • Restructure loans based on viability and cash-flow evidence
  • Strengthen collaboration between credit and recovery teams
  • Track and report NPL metrics clearly and consistently

Who should attend?

  • Credit Officers
  • Collections & Recoveries Teams
  • Branch Managers
  • Risk Analysts
  • NPL/Workout Officers (Banks, MFIs, DFIs)
  • Internal Auditors
  • Central Bank / Regulatory Staff
  • Legal Counsel
  • Compliance Officers
  • Consultants (Credit & NPL)
  • Loan Monitoring, Restructuring & Collections Staff
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Training Methodology

Our diverse instructional approaches ensure effective learning:

– Lectures & Presentations: Engage with expert-driven, stimulating content.
– Course Material: Access well-crafted supporting resources.
– Group Work: Collaborate on discussions and case studies for practical insights.
– Workshops & Role-Play: Participate in immersive, scenario-based activities.
– Practical Application: Focus on applying theoretical knowledge in real situations.
– Post-Training Support: Receive extensive support after training for skill implementation.

Training Outline

Training Outline — Non-Performing Loans (NPL) Management & Recovery Strategy

Module 1: Understanding Non-Performing Loans
  • What qualifies as an NPL: definitions and thresholds
  • Types of delinquency and severity levels
  • Institutional policies vs regulatory requirements
  • Why NPLs matter: financial and reputational impacts
  • Global trends and regional case comparisons

Module 2: Early Warning Indicators & Risk Monitoring
  • Financial signs: arrears, income drops, bounced debits
  • Behavioural red flags: silence, disputes, stalling
  • Building internal early-warning systems, including AI-driven predictive models that identify at-risk loans months before traditional warning signs appear — one major European institution documented a 30% decrease in new NPLs after implementing AI-based early warning systems
  • Tracking sector trends to forecast stress
  • Borrower-engagement scripts for early intervention

Module 3: Diagnosing Root Causes of Default
  • Business vs personal borrowers: distinct drivers
  • External vs internal causes: market shifts, management gaps
  • Common sector patterns (agriculture, retail, construction)
  • Site visits and borrower interviews to validate findings
  • Mapping root causes across your portfolio

Module 4: Segmentation & Prioritisation of NPLs
  • Designing a risk-based NPL classification system
  • Segmenting by history, exposure, collateral status
  • Prioritising by recovery potential and time sensitivity
  • Matching cases to the right recovery staff
  • Organising workloads for maximum efficiency

Module 5: Designing Recovery Strategies
  • Strategy vs tactics: choosing the right path per case
  • Negotiating payment plans and partial settlements
  • When to offer grace periods or restructure
  • Managing difficult conversations professionally
  • Setting internal targets and KPIs for recovery

Module 6: Loan Restructuring & Workout Techniques
  • Eligibility criteria and decision gates
  • Assessing viability with cash-flow projections
  • Adjusting terms: rate, tenor, security, schedules
  • Documentation and post-restructure monitoring
  • Avoiding evergreening and restructuring abuse

Module 7: Legal & Enforcement Options
  • When legal action makes sense—and when it doesn't
  • Overview of legal recovery pathways in-context
  • Costs, timelines, and success probabilities
  • Managing third-party recovery agents
  • Integrating legal steps into a broader recovery plan

Module 8: Credit–Recovery Team Coordination
  • Clear roles between credit officers and recovery staff
  • Joint portfolio reviews and action planning
  • Trust-building and communication routines
  • Handover tracking and accountability
  • Incentives that reward collective recovery success

Module 9: Portfolio-Level Monitoring & Reporting
  • Building dashboards for NPL trends and risks, including AI-driven analytics now used by European banks to achieve 15-25% improvements in recovery rates while reducing time spent on low-value activities by up to 40%
  • Ageing analysis and risk-migration tracking
  • Board and regulatory reporting standards
  • Segment-level insights to inform credit policy
  • Embedding NPL management into credit review cycles

Module 10: Building a Preventive Credit Culture
  • What NPLs reveal about origination and underwriting
  • Linking lending practices to long-term performance
  • Training frontline staff to spot early risk
  • Closing the loop between field officers and analysts
  • Shared ownership of loan quality across functions

Practical Tools You'll Take Away
  • Early-warning indicator checklist
  • Root-cause analysis template
  • NPL segmentation & priority matrix
  • Borrower engagement & negotiation scripts
  • Restructuring decision tree and cash-flow worksheet
  • Recovery action plan and tracker
  • Portfolio dashboard starter pack (metrics & definitions)

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Success Stories

Discover how our courses enhance professionals’ effectiveness in their workplaces.

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It has been a really fruitful and helpful training. Many thanks to PROSPEN AFRICA and the facilitator Olufemi. This is definitely going to make my work life easier and meaningful.

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The training was very insightful and the facilitator was very engaging which made everything easier to understand and follow. It has really equipped us in our areas of lack and we feel confident now on our next assignments on forecasts and analysis

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The course was practical, informative and relevant

FAQs – Non-Performing Loans (NPL) Management Training

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What topics are covered in the Non-Performing Loans (NPL) Management course?
The course covers early warning indicator identification, loan workout and restructuring strategies, collateral valuation and liquidation, credit provisioning standards (IFRS 9 / Basel III), distressed asset portfolio management, and legal debt recovery frameworks.
Who should attend the Non-Performing Loans (NPL) Management training?
This course is designed for credit risk managers, NPL workout specialists, credit recovery officers, banking executives, legal recovery team leads, portfolio managers, and financial analysts responsible for managing impaired loan portfolios.
How does this course help financial institutions minimize credit losses and optimize recoveries?
Delegates learn proactive credit monitoring, structured debt restructuring, optimized collateral realization techniques, and portfolio workout strategies that maximize net present value recovery while minimizing costly enforcement delays.
How long is the Non-Performing Loans (NPL) Management training masterclass?
The programme is delivered as an intensive 3-day practical training masterclass featuring distressed loan case studies, restructuring model simulations, collateral evaluation exercises, and legal recovery scenario planning.
What practical tools and strategic skills will delegates gain from this masterclass?
Delegates gain practical skills to design early warning credit scorecards, structure forbearance and loan rescheduling agreements, calculate expected credit loss (ECL) provisions, and execute asset-backed recovery strategies.
Can Prospen Africa deliver this course as customized in-house training?
Yes. Prospen Africa can tailor the masterclass to align with your banking institution’s specific credit risk exposure, regulatory capital requirements, central bank guidelines, and internal loan recovery procedures.

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