Real Automation. Real Outcomes.
Every engagement starts with a specific pain point. These are the stories of what happened when we fixed them — told honestly, with real numbers.
How to Stop AI Chatbot Hallucinations: Rebuilding Computron as a Closed-Loop RAG Interrogation Agent
Generic AI chatbots hallucinate — they invent policies, fabricate steps, and produce confident wrong answers. See how we replaced a hallucination-prone wizard with a closed-loop RAG interrogation agent that retrieves verified facts, evaluates sufficiency, and ships grounded plans SMBs can actually trust.
From Manual Vendor Billing to a $25M Automated Profit Engine
A retail hard surface flooring client was losing millions in uncaptured vendor subsidies — not because the programs didn't exist, but because managing them manually was impossible at scale. We replaced a full-time position with a Python automation platform that now generates $25M annually.
Five Years, One Mission: From Excel Mail Merge to a Real-Time Grant Platform
The Center for Educational Reform's Yass Prize program managed hundreds of grant applications through Word documents and manual data exports — a process that consumed an extra month every grant cycle. Over 5 years, we evolved the platform from Excel automation to a full React web application with GoodGrants, Salesforce, Bill.com, and Slack integrations.
Real-Time Warehouse Intelligence: Week-Long Shutdowns Become 2-Day Operations
A retail distribution client with million-square-foot warehouses was taking nearly a full week per facility for physical inventory — warehouse completely offline, hundreds of printed count sheets, overnight reconciliation hunts. We built a real-time reconciliation system that changed everything.
Your Operations Could Be the Next Case Study
Start with a free, AI-generated Automation Roadmap. Upload your data or describe your situation — Computron analyzes it and delivers a custom PDF with Low, Mid, and High automation paths in minutes.
No credit card. No sales pitch. A technical blueprint based on 20+ years of deployed production code.