Case studies
Real deployments with the before and after numbers attached.
4 essays, newest first
- Pharmacy AI Helper: How We Built a Recommendation Engine for 100+ Pharmacy Locations Pharmacists cannot memorize thousands of products. We built an AI system that scans any product and instantly returns alternatives, complementary items, and treatment protocols, powered by 2M+ medical relations. Here is how it works and what it changed.
- How We Built an AML System at Silent Eight: From Rules to AI Anti-money-laundering compliance used to mean rule-based systems that missed name variants and flooded analysts with false positives. Here is how we replaced that stack with AI at Silent Eight (solve rate from 45% to 87%) and what we learned shipping it.
- From Paper Chaos to Voice AI: How We Automated a €2.3M Clay Mining Operation Every truck arrival at a Spanish clay quarry triggered a 4-person paper relay across language barriers. We replaced it with a one-button voice app. Here is how we built it and what it changed.
- How to Implement AI in Enterprise: A Practical Guide Most companies fail at enterprise AI not because the technology is hard, but because they skip the fundamentals. Here is the playbook I use with banks, pharma chains, and industrial operators, from first assessment to production deployment.
