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Scheduled evaluation runs, monitoring and model upgrades after launch, so accuracy shows up in a report instead of a complaint.
Thirty minutes. You bring one process, we map what it would take.
One to two weeks. We measure the baseline and rank the options.
Four to eight weeks. We ship into production on your stack.
Monthly and optional. Monitoring, evaluation runs, upgrades, the next use case.
Often, after a review of the pipelines, prompts, evaluation coverage and failure modes. Where the gaps are large, we close them in a build before the monthly work starts.
No. It is month by month. Everything runs in your own cloud accounts on open tooling and the runbook documents every routine task, so stopping changes who does the work.
We test candidate replacements against your evaluation set, write up what moved, and give you a recommendation with a rollback plan. Model choice is configuration, not architecture.
No discovery marathon. Bring one process that costs your team hours and we will map what an integration would look like in a free 30-minute working session.