Betting your company on a single model vendor is how you inherit their roadmap risk, their pricing mood, and their outage calendar. Convenient on day one. Expensive on day four hundred.
We build model-agnostic systems so business logic, pipelines, and integrations survive the next release cycle. The model is a replaceable worker. Your pricing rules, consent flows, and domain tools are the company.
Swap the worker, keep the plant
Every production system we've shipped since 2023 has been upgraded at least twice without a rewrite. That's the difference between architecture and duct tape. Duct tape is a fine demo trick. It is a terrible estate plan.
When the next model drops, you should feel curiosity, not dread.
Abstraction is not academic purity. It is operational freedom: A/B models on the same task, fall back when a provider blips, and negotiate from a position that is not hostage.
If your "AI platform" is a hard-coded SDK path wrapped in a UI, you do not have a platform. You have a dependency with a logo.
