StratLytics Research Hub

Insights & Research

Research, technical perspectives, and applied insights on decision intelligence, grid analytics, supply chain optimisation, and governed AI systems.

Decision Intelligence

The Architecture of AI-Augmented Credit Underwriting Systems

Building a modern credit underwriting system requires more than deploying a machine learning model. It demands an architecture that integrates bureau data, alte...

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In Depth

Technical Deep Dives

Longer technical perspectives on platform architecture, model governance, and decision system design.

AI Platforms & Governance

Model Monitoring in Production AI Systems

How to build continuous monitoring pipelines that detect model drift, population shifts, and performance degradation before they affect business decisions.

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Decision Intelligence

Decision Engines vs Predictive Models

A structural comparison of decision engines and predictive models — when each applies, how they interact, and what governance each requires in regulated institutions.

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Decision Intelligence

Explainable AI in Regulated Lending

How explainability requirements in consumer lending shape model architecture decisions — from SHAP values and LIME to adverse action compliance frameworks.

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