KASSRIEL QUANT
Data Science & Quant Consulting
Credit Risk Modelling | Revenue & Growth Analytics | GenAI Automation | Forecasting & Optimisation
We help financial services firms, growth-focused businesses, and operational leaders solve complex problems with advanced analytics. Our work is built on technical rigour, governance discipline, and commercial focus—delivering analytics that are accurate, actionable, and audit-ready.
Our Core Capabilities
We specialise in four high-impact areas where advanced analytics drives measurable business value.
Credit Risk Modelling & Governance
For banks, fintech lenders, and risk consultancies. We develop and validate credit risk models that stand up to regulatory scrutiny—IFRS9, PD/LGD/EAD calculations, and regulatory compliance built into every engagement.
Revenue & Growth Analytics
For banks, fintechs, insurers, retailers, e-commerce businesses, and subscription-led organisations. We build analytics that improve customer retention, optimise pricing, identify revenue opportunities, and measure commercial performance.
GenAI & Automation for Regulated Industries
For banks, insurers, energy companies, and operations teams. We design and deploy Generative AI solutions that respect the constraints of regulated environments. Our governance framework ensures explainability, audit readiness, and regulatory compliance—critical for Model Risk Committees and internal audit.
Forecasting & Operational Optimisation
For retail, logistics, supply chain, and e-commerce leaders. We build forecasting and optimisation models that reduce costs, improve service levels, and drive operational efficiency.
Our End-to-End Delivery Framework
We build data solutions focused strictly on business impact, moving smoothly from data to decisions:
Problem Framing
Aligning analytics directly with risk, cost, or revenue goals.
Data Engineering
Building production-grade pipelines and feature layers.
Model Development
Implementing robust Machine Learning and Quant frameworks.
Validation & Testing
Rigorous statistical testing and independent challenger model reviews.
Deployment & Integration
Shipping containerized, automated code into your cloud infrastructure.
Monitoring & Optimization
Continuous performance tracking, drift detection, and alert systems.
Proven Impact
Selected results from our client engagements:
| Impact Area | Result |
|---|---|
| Credit Risk | 8–12% increase in approval rates at constant risk |
| Collections | 15–20% improvement in recovery rates |
| Fraud Detection | 1.5–2.5% false-positive rate (industry-leading) |
| Revenue & Growth | Improved conversion, retention, pricing, or campaign performance |
| Forecasting Accuracy | 20–30% improvement in forecast error |
| Stockouts | 25–28% reduction in product shortages |
| Delivery Costs | 12% reduction through route optimisation |
| GenAI Processing | 40% reduction in documentation processing time |
| Model Deployment | 40–50% faster through improved governance |
Why Kassriel Quant?
Technical Rigour
Production-grade Python, SQL, and ML. Models built to scale, not just to prove a concept. Our methodology is documented and repeatable across engagements.
Governance Mindset
Every model comes with audit-ready documentation. We build for regulators, not just for business stakeholders. Our deliverables meet FCA, IFRS9, and internal audit standards.
Commercial Focus
We don't just build models—we solve problems. Every engagement ties back to revenue, risk, or cost.
Clear Communication
Complex analytics explained simply. We present to boards, risk committees, and trading desks with equal confidence.
Cross-Industry Perspective
Energy, banking, fintech, retail, logistics—we bring insights from one sector to solve problems in another.
Regulatory Compliance & Audit-Ready Delivery
FCA/IFRS9 compliant frameworks. Our models and documentation are built to withstand regulatory scrutiny and internal audit reviews without rework.
What Clients Say
Engagement Model
Pay for Impact, Not for Promise. We structure engagements around your business outcomes, not just hours or deliverables.
Fixed-Price Projects
Clear scope, timeline, and deliverables. Ideal for well-defined analytical challenges like credit risk models, forecasting systems, or GenAI solutions.
Success Milestone-Linked Fees
Progressive payment as we hit measurable KPIs—approval rate uplift, fraud detection improvement, cost reduction, or revenue growth. Risk and reward aligned.
Time & Material + Outcome Tracking
Ideal for exploratory work, model development, or ongoing support. Transparent billing with outcome dashboards.
Retained Partnership
Ongoing analytics support, model monitoring, governance, drift detection, and optimisation. Full team at your disposal.
All engagements include:
Governance DocumentationAudit ReadinessRegulatory ComplianceImpact DashboardsSelected Clients & Sectors
Banking & Fintech • Energy Trading • Retail & E-commerce • Logistics • Insurance • Telecom • Healthcare
Previous engagements with: Tesco Ltd, Grace Rides Ltd, Around Zero Ltd, and confidential clients in banking and energy.
Building Towards Quantum - Enabled Analytics
Kassriel Quant is expanding into quantum computing for portfolio optimisation, risk modelling, and complex market simulations. Today, we deliver excellence in AI and classical analytics. Tomorrow, we’ll unlock the power of quantum computing for high-stakes problems.
Let's Talk
If you need credit risk models, revenue & energy analytics, GenAI automation, or operational forecasting.
Let’s schedule a conversation.