Most problem loans send signals long before a missed instalment: slowing account turnover, cheques returned, overdrafts pinned at the limit, late financial statements or a key customer lost. Banks that read these signals early have time to restructure, take extra security or exit, while those that wait are left with provisions and recovery costs. Over five days you design a credit early warning framework covering trigger selection, data sourcing from core banking and transaction systems, behavioural and financial scorecards, and the thresholds that move an account onto a watchlist. Sessions connect warning signals to IFRS 9 staging, significant increase in credit risk assessment and the Basel Committee principles for credit risk management.
Later sessions cover model validation, back-testing against actual defaults, false-alarm management, escalation workflows and dashboards that relationship managers will actually use. Credit risk managers, portfolio analysts, remediation and recovery teams, relationship managers, model validators and internal auditors in commercial banks, microfinance banks and SACCOs will benefit most. You leave able to specify triggers for your own portfolios, test their predictive power and present a working watchlist process to a credit committee. Classroom, online and in-house delivery are available, with a CPD-accredited certificate.
Credit losses rarely arrive without warning. The difficulty for most lenders is that the evidence is scattered across core banking records, collateral files, credit bureau updates and the impressions of relationship officers, and nobody is responsible for pulling it together in time to act. Supervisors and auditors now expect banks to show that deterioration is identified promptly, that staging under IFRS 9 reflects forward-looking information and that watchlist accounts are actively managed rather than simply reported.
The Advanced Banking Early Warning Systems (EWS) Training Course works through the complete life of an early warning framework. Participants start with the governance and risk appetite that an EWS must serve, then select quantitative and qualitative indicators for retail, SME and corporate exposures, combine them into rule-based triggers and statistical scores, and calibrate thresholds that balance detection against false alarms. Attention then turns to the operating model: who reviews an alert, what actions follow, how long each step may take and how outcomes are recorded and fed back into the model.
Teaching is hands-on. Participants analyse anonymised loan data in Excel, test triggers against historical defaults and work through watchlist case files from trade, agriculture, construction and consumer portfolios. The programme ends with each participant drafting an EWS improvement plan for their own institution.
On completing the programme, participants will be able to:
Participants return to their institutions with:
Delivery mixes analytical work with credit judgement:
Day 1: Credit Deterioration and the Purpose of an EWS
Day 2: Indicators, Data Sources and Trigger Design
Day 3: Scoring, Calibration and Model Testing
Day 4: Watchlist Management and IFRS 9 Integration
Day 5: Reporting, Technology and Implementation
It is aimed at specialists who identify, manage or oversee deteriorating credit exposures, such as:
A CPD-accredited Certificate of Completion issued by Vision Reach Global Consultancy is awarded to each participant who attends the full five days and completes the calibration lab and watchlist case work.
Upcoming cohorts
CPD-Accredited
Official invoice & confirmation letter provided
Team discount for 3+ seats
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Everything you need to know about this course before you register.
By the end of the Advanced Banking Early Warning Systems (EWS) programme, you'll be able to evaluate the strengths and gaps of an existing credit monitoring and watchlist process, select leading indicators of borrower distress from transactional, financial, behavioural and external data, design rule-based triggers and statistical early warning scores for retail, sme and corporate portfolios, and calibrate alert thresholds and measure performance using hit rates, false-alarm rates and lead time. The full breakdown of topics is covered session by session in the Course Outline tab above.
It is aimed at specialists who identify, manage or oversee deteriorating credit exposures, such as: Chief risk officers and heads of credit risk, Credit portfolio managers and portfolio analysts, Credit monitoring and watchlist officers, Remedial, workout and recovery managers, Relationship managers in corporate, SME and retail banking, Risk model developers and model validation analysts, IFRS 9 impairment and provisioning teams, and Internal auditors and bank examiners reviewing credit processes.
Advanced Banking Early Warning Systems (EWS) Training Course typically runs as 5 Days. It's available as in-person classroom, live virtual, and in-house corporate training — every course can also be delivered on-site for your team on dates that suit you.
Advanced Banking Early Warning Systems (EWS) Training Course is scheduled in-classroom in Nairobi, Kenya, Mombasa, Kenya, Naivasha, Kenya, and Kisumu, Kenya, and 14 other locations, plus a live interactive virtual classroom you can join from anywhere. Check the schedule panel above for exact upcoming dates and fees in each location.
The next live virtual cohort of Advanced Banking Early Warning Systems (EWS) starts October 12, 2026, with new classroom cohorts also running on a rolling basis. Pick a date and location in the schedule panel above, then click "Register for the Course" — it takes a few minutes and your seat is confirmed once payment or a signed purchase order is received.
Yes — delegates who meet the attendance requirement receive a Certificate of Completion for Advanced Banking Early Warning Systems (EWS) Training Course from Vision Reach Global Consultancy, issued in the name you register with, so double-check the spelling at checkout.
Advanced Banking Early Warning Systems (EWS) Training Course is pitched at advanced professionals. If you're unsure whether it's the right fit for your current role or background, message our training advisors before you register and they'll help you confirm.
Fees for Advanced Banking Early Warning Systems (EWS) Training Course vary by delivery location and format and are shown in real time in the schedule panel above once you pick a date. Register 3 or more delegates on the same course together and a 5% team discount is applied automatically — larger cohorts can request a custom corporate quote.
Yes — Advanced Banking Early Warning Systems (EWS) Training Course can be delivered on-site at your offices (or virtually for distributed teams), with case studies and examples tailored to your industry and the specific challenges your team is working through. Switch to the "In-House" tab in the schedule panel above to request a proposal.
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