Off-the-shelf AI APIs are an excellent place to start and, for many use cases, a perfectly good place to stay. But there’s a point where renting someone else’s model starts to cost you more than it saves.
When renting is right
For generic tasks and early experiments, a hosted API gives you capability on day one with no infrastructure. Don’t build what you can buy until the economics or the requirements demand it.
When ownership wins
Once a model is core to your product, ownership buys you control: over cost at scale, over data residency, over the ability to fine-tune on your proprietary data, and over your own roadmap rather than a vendor’s.
A pragmatic path
You don’t have to choose all at once. We help clients start on managed APIs, identify the workloads worth owning, and migrate those to custom models on dedicated infrastructure — without a rewrite.