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Work
Quantified outcomes, not adjectives.
Selected case studies across financial services, healthcare, manufacturing, retail, logistics, and DeFi. Every engagement below shipped a production system; the metrics are audited, not pitched.
- Case studies
- 6 published
- Industries
- 6 represented
- Anonymized
- Most under NDA
By industry
Where the work lives.
Most engagements are anonymized under NDA — the metrics are audited, the firms are reputable, the testimonials are real. Reference calls available under NDA on request.
Retail
1 case
Manufacturing
1 case
Financial Services
1 case
Logistics
1 case
Healthcare
1 case
DeFi
1 case
Library
All case studies.
- Manufacturing14 months
−38%
month-end close timeD365 F&O implementation across 7 plants for a global manufacturer.
Replaced two legacy ERPs with D365 F&O across North America and Europe. SOX-compliant financial close, multi-currency consolidation, integrated EAM. 14 months, zero unplanned downtime.
Read the case study - Financial Services9 months
+37%
fraud catch rateReal-time fraud detection for a US regional bank.
Replaced a rules-based fraud engine with a streaming ML pipeline on AWS. +37% catch rate, −42% false positives, 9-month delivery.
Read the case study - Logistics6 months
−12%
fuel spendAI dispatch optimization at fleet scale.
Combined predictive ETAs with reinforcement-learning-driven dispatch. Migrated batch jobs to event-driven workers. Dispatcher UI co-built with operations team during rollout. −12% fuel spend.
Read the case study - Healthcare11 months
$4.2M
annual labor savingsRAG-powered clinical decision support across 240+ clinics.
FHIR-aligned RAG over 12M clinical documents with citation tracking, ePHI encryption, and SOC 2-aligned audit logs. $4.2M annualized labor savings.
Read the case study - DeFi9 months
$340M
TVL operated post-relaunchLending protocol redesign and audit remediation for a top-50 DeFi platform.
Re-architected collateral management, risk parameters, and governance after a near-miss exploit. Three external audits, formal verification of critical invariants, phased relaunch under explicit value caps. $340M TVL post-relaunch.
Read the case study
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