Case studies
One for each service. Client names are withheld. The work and the results are genuine.
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AI
Finding lost revenue with private, on-premise AI
Print media company: printing, distribution, billing and collections, and advertising sales
Revenue was being lost in the gaps between contracts, pricing, and billing: missed charges, incorrect prices, unbilled usage, and duplicate credits. The data that could prove it was not permitted to leave the premises.
Every finding is accompanied by the reason it was raised, the source records, a confidence level, and an estimated dollar impact. A person approves it before any money moves, so finance and audit can rely on it.
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Analytics & ML
A quant research platform for ML-assisted trading strategy
Capital markets firm
Strategy research demands market data that is traceable, repeatable, and quality-controlled. Without it, no model built upon that data can be trusted.
Research-grade datasets matured into product-ready analytics, and the platform now supports ML- and LLM-assisted strategy development.
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BI & Decision Support
An asset valuation and disposition platform for bank receiverships
Banking regulator program for failed-bank receiverships
When a bank fails, its assets are held across different core banking systems, and every sale requires a defensible valuation and several approvals. Disposing of them took 2–4 years on average.
Average disposition time fell to 12 months. Every valuation and every sale decision carries chain-of-custody and an evidence trail that withstands review.
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Data Platform
A data lake and data marts for a Fortune 500 pharma analytics program
Fortune 500 pharmaceutical company, regulated commercial analytics
Inventory, prescriber, competitor, and regional sales data arrived from separate sources with no common standards, much of it acquired from external providers. Marketing, sales, inventory, and compliance reporting could not pause while the platform was rebuilt.
Nearly 100 sources now flow into a single governed platform at a 98% data quality score, serving marketing, sales, inventory, and compliance reporting. Active reporting was never interrupted.
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