Credit Risk & IFRS 9
Defensible credit, impairment and provisioning decisions grounded in transparent analytical evidence.
More defensible impairmentClearer credit decisions
Explore Credit Risk & IFRS 9 African insight. Analytical precision.
Analytics for decisions that carry financial and operational consequence.
Scientifique Analytics is a founder-led analytics consultancy with deep expertise in credit risk, IFRS 9, portfolio analytics, model governance and analytical decision systems. We help organisations turn complex data and models into practical, governed business decisions.
Our strongest established expertise is in financial services. The same disciplined analytical methods can support selected data-intensive industries when applied with the right domain context.
Available for African and international assignments
Signal layerRisk intelligence
Decision layerActionable insight
16+ yearsCredit risk & analytics experience
Multiple African marketsFinancial-services delivery experience
End-to-endModels → implementation → monitoring → governance
Founder-ledSenior specialist delivery
Core expertise
Specialist analytics for high-consequence decisions.
Four connected service groups cover the model, portfolio, implementation and monitoring questions that matter most to clients.
Portfolio Analytics & Model Governance
Early visibility of portfolio movement and evidence that models remain stable, calibrated and fit for use.
Earlier risk detectionStronger model oversight
Explore Portfolio Analytics & Model Governance Decision Systems & Analytics Automation
Controlled analytical workflows that move models and monitoring beyond manual spreadsheet dependence.
Less manual executionMore consistent controls
Explore Decision Systems & Analytics Automation Predictive & Operational Analytics
Forecasts, segments and early-warning signals designed around a specific operating decision.
Earlier interventionBetter operational visibility
Explore Predictive & Operational Analytics Core sector expertise · Financial servicesExplore financial-services expertise
Credit risk treated as a managed decision system.
Our established delivery depth spans credit risk, IFRS 9, portfolio and collections analytics, model monitoring and governance across African financial-services environments.
01IFRS 9 modelling
02Credit scorecards
03Portfolio-risk analytics
04Employer-risk assessment
05Model monitoring
06Stress testing & scenarios
07Provisioning automation
08Model-risk governance
Client problems and outcomes
Make emerging risk visible early enough to act.
Work is defined around observable changes in decisions, controls and operating processes.
Identify portfolio deterioration and concentration shifts earlier
Reconcile impairment outputs to portfolio and finance evidence
Detect model drift, calibration movement and stability concerns
Reduce manual model execution and reporting steps
Introduce clear monitoring thresholds and escalation routes
Turn analytical outputs into repeatable management decisions
Selected case studies
Methods and experience, presented with clear provenance.
Every case study clearly identifies its provenance and delivery status.
Employer Risk Assessment & IFRS 9 Impairment Analytics
Ongoing Scientifique Analytics engagementEmployer-level credit-risk assessment combined with ongoing IFRS 9 impairment analytics, portfolio monitoring and model governance.
Read case studyIFRS 9 Analytics & Collections Decision System
Founder experience — prior corporate roleIFRS 9 analytics combined with development of an operational collections solution that moved portfolio intelligence into collections activity.
Read case studyDigital Loan Onboarding & Credit Decision Platform
Founder experience — prior corporate roleAn integrated loan-onboarding, lead-management and credit-decision environment connecting CRB and core banking systems through APIs.
Read case studyEngagement approach
From question to sustainable capability.
Four focused stages connect the business problem, analytical work, controls and ownership.
01
Diagnose
Frame the decision, interrogate the evidence and identify the constraints that matter.
02
Design
Shape the analytical method, controls and implementation path around the operating reality.
03
Build
Develop, test and document the model, workflow or decision tool with stakeholders involved.
04
Embed
Transfer knowledge, establish monitoring and make the solution sustainable beyond delivery.
Founder-led. Senior-delivered. Specialist by design.
Simba Maphapho
More than 16 years across financial-services analytics, credit risk, quantitative modelling, portfolio management and analytical decision systems.
Client engagements are led directly by senior analytics expertise rather than being sold by a senior team and delegated entirely to junior delivery resources.
Selected insight
Clear thinking for difficult decisions.
Practical analysis on risk, models and production delivery.
Why Strong Models Still Fail in Production
A model can be statistically sound and still fail when data, ownership, thresholds and operating processes are weak.
Read insightFounder-led analytics advisory
Your data already contains the signals. We help you turn them into decisions.
Bring us the business question, model concern or operational challenge. We will help define a practical analytical route forward.