Selected Work
Systems that run. Research with results. Work still being built.
Live products lead the portfolio. Open the working systems first, then inspect the architecture behind them. Research is labeled as research, and forthcoming work remains visible as the next layer of the ecosystem.
Projects & case studies
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FMCG Price Intelligence
Snapshot · 15 October 2026. Open the dashboard for current findings.
A daily shelf-price intelligence system for SuperValu Ireland. Compare Coca-Cola and Pepsi pack for pack, separate regular and promotional prices, and inspect price-pack architecture and the full-sugar premium against Ireland’s sugar levy.
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Hierarchical Demand Forecasting System
A 28-day demand-planning system built around coherent forecasts: store, category and total reconcile before anything is published. Forecast error is translated into expected revenue and asymmetric business cost, because a stockout and an overstock are not the same mistake.
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Matchday Intelligence
A public decision-system application across six European competitions. It reports freshness and provenance explicitly, returns unknown rather than zero when evidence cannot support a statistic, and documents the architectural trade-offs behind the product.
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Gadiel Analytics — Authority Platform
Production-grade static authority platform built with HTML, CSS and vanilla JavaScript. Version-controlled in GitHub, deployed through Cloudflare Workers, and designed to remain extensible as the public research and product ecosystem grows.
View GitHub organization ↗ -
Epistemic Guardrails for LLM-Based Analytical Agents
Postgraduate research on whether deterministic, evidence-aware guardrails can suppress causal language that exceeds the evidence available to an analytical agent. The study eliminated procedurally unsupported causal claims from 32 to 0 while also quantifying the reliability–coverage trade-off required to buy those guarantees.
Research materials available on request for academic purposes. -
Analytics Nervous System — Reference Implementation
A working reference for variation-aware alerting: escalating a deviation only when it breaches a statistically defined threshold, so management attention is spent on structural change rather than ordinary fluctuation. Companion documentation to the framework introduced in The Analytics System.
Case study in preparation -
Conversational BI — Pattern Library
A small library of patterns for embedding LLMs into BI workflows without surrendering semantic discipline — where conversational interfaces help, where they harm, and how to govern them.
Case study in preparation -
Semantic Layer Modernization Playbook
A field-tested approach to moving an enterprise BI stack from report sprawl to a coherent semantic layer — what to standardize first, what to defer, and what to retire.
Case study in preparation
Live products link to their working surfaces first; repositories remain available as technical evidence. Research and forthcoming work are labeled explicitly.
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