Why we use OpenAI
Production LLM features with evaluation and cost controls. We pick OpenAI when it improves shipping speed, reliability, or maintainability for the problem at hand — not because it is fashionable.
How we deliver with OpenAI
Discovery maps constraints and success metrics. Engineering ships iteratively with review gates, observability, and documentation your team can own after launch.
When OpenAI is the right fit
We recommend OpenAI when the product shape, team skills, and operating model align. If another tool fits better, we say so early — with a clear trade-off narrative.