What's different here
You're shipping AI to customers, so quality is a product question and cost is a margin question. The teams that win have evals before launch and know their per-request economics.
Where we help
- AI features customers pay for: search, assistants, summarization, workflow automation inside your product
- Evaluation suites and release gates so regressions don't reach customers
- Inference cost modeling and optimization
- Security answers for your enterprise customers' AI questionnaires
How we engage
The same four-step approach applies everywhere: assess, prove, ship, hand off. Industry shapes the constraints, not the discipline. See how we work.