What we are able to build, and the engineering underneath it. Each layer stands on its own. They are worth more together, because the same grounding, permissions and audit trail run through all of them.
The same engineering, described in the language of the job rather than the technology. Most engagements start here.
The second question every buyer has, after what you build. These are the shapes we actually work in.
We sit with the people doing the work, map where time actually goes, and come back with a ranked list of what is worth automating, what is not, and what it would cost. The output is yours whether or not you build it with us. Roughly half of every audit ends with us telling a team that one of their ideas is not worth doing yet, which is the point.
Two weeks, fixed fee, delivered as a written planOne workflow, scoped in writing before anything is agreed, priced as a whole rather than by the hour. You know the number, the date and the acceptance criteria before we start. Change requests are quoted separately rather than absorbed quietly, so the scope does not drift and neither does the invoice.
Four to twelve weeks, priced up front against a written scopeAn engineer joins your standups, your repository and your ticket queue, and works as part of your team rather than across a contract boundary. You direct the work. This suits teams who already know what they want built and need someone who has shipped retrieval, evaluation and agent systems before rather than someone learning on your codebase.
Monthly, minimum two months, part time or full timeA system that answers customers is not finished when it ships. Content drifts, edge cases arrive, model providers change their pricing and their behaviour. We monitor quality against the evaluation set, retune retrieval as your content changes, watch spend, and send a monthly report that says plainly what improved and what did not.
Monthly retainer, cancellable with thirty days noticeYou own the client relationship, the contract and the margin. We design, build and support the system behind your brand. Proposals, documentation and dashboards all carry your logo, and non solicitation terms protect the relationship. Some partners present us as their internal AI division, others introduce us openly as their delivery partner.
Per project, at partner rates, under NDAA thirty minute call, no pitch. We map where this fits in your stack, what it would take to build, and whether it is worth doing at all.