Four connected service groups. One senior delivery model.

The business problem

Credit and Finance teams need models, policies and impairment processes that reflect portfolio risk, withstand scrutiny and run reliably.

Our analytical approach

We connect credit definitions, portfolio evidence, statistical methods and governance controls from development through implementation.

Services

• Credit scorecards
• IFRS 9 / ECL modelling
• PD, LGD and EAD
• Forward-looking adjustments
• Impairment analytics
• Collections analytics
• Credit policy analytics
• Stress testing
• Provisioning reconciliation

Typical deliverables

Potential business outcomes

The business problem

Portfolio deterioration and model drift can remain hidden when monitoring is fragmented, retrospective or disconnected from governance decisions.

Our analytical approach

We establish repeatable diagnostics, thresholds, commentary and escalation routes that connect portfolio and model evidence to action.

Services

• Portfolio monitoring
• Vintage analysis
• Roll-rate analysis
• Concentration analysis
• Early-warning indicators
• Model monitoring
• Stability monitoring
• Calibration
• Performance tracking
• Governance support
• Validation preparation and support

Typical deliverables

Potential business outcomes

The business problem

Manual model runs and reporting processes are slow, difficult to reproduce and exposed to avoidable operational risk.

Our analytical approach

We build maintainable analytical applications and pipelines specifically to operationalise models, monitoring and decision workflows.

Services

• Analytical applications
• Automated model runs
• Reporting automation
• Decision workflows
• Python, R and SQL analytical pipelines
• Monitoring dashboards
• Data-processing workflows
• Model implementation support
• Analytics infrastructure requirements and implementation support

Typical deliverables

Potential business outcomes

The business problem

Teams often have substantial operating data but limited ability to anticipate demand, identify emerging exceptions or prioritise action.

Our analytical approach

We select fit-for-purpose statistical and machine-learning methods, balancing performance with interpretability, implementation and control.

Services

• Forecasting
• Segmentation
• Predictive modelling
• Machine-learning applications
• Anomaly detection
• Performance analytics
• Operational risk analytics
• Scenario analytics

Typical deliverables

Potential business outcomes