case studies

Production AI systems for startups. Built to ship, not just to demo.

What was broken, what we changed, and the number that moved.

02 entries

How We Cut an AI Product's Response Time by ~25% by Fixing the Retrieval Path, Not the Model

Response time

~25% faster

Have a system that works in the demo and breaks in production?

We start with a diagnostic: where the latency, the retrieval, or the orchestration actually fails.

case studies