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Cost follows scope: the systems to connect, the state of the data, how much human review the work needs and how long the team stays. A discovery sprint takes two to four weeks and a first release six to twelve. A written proposal with a price follows within a week of the first call.

With a thirty-minute call to scope the problem, then a written proposal. Most engagements open with a two to four week discovery sprint, and a senior team is on the work within weeks of signature.

The client owns everything: code, infrastructure as code, prompts, models, evaluation datasets and documentation. Bringing the work in-house is a supported path, with pairing, documentation and walkthroughs before handover.

No. If the data is scattered, the first phase is data work. The team works inside the client’s own repositories, cloud accounts and environments, either running the whole product or joining existing squads.