Eight ways to put engineers on the problem.
Same three practices under every one. What changes is the shape of the engagement. Delivery is staffed the same way every time: a build pod — senior engineers on judgment, agent crews on volume.
Not sure which? Start with the roadmap: two weeks, a written recommendation, the fee credited against a build if you go ahead. Most engagements pair one service done deeply with one adjacent — that is a scoping conversation, which is what the briefing is for.
A defined system, built and released in your cloud. You own the source, the docs, and the runbooks.
Agents take the repetitive judgment work, log every run, and stop for a human when confidence drops.
Two weeks. A written read on where AI earns its cost and what to build first. Often the cheapest thing we sell.
Our engineers in your standups and your codebase, a fixed number of days a week.
Workshops on your own workflows. Everyone leaves having automated one real thing.
We keep what we built healthy: models, cost, drift, on-call.
A self-healing test suite in your CI, generated from plain English. Two models must agree before anything passes. Built on AutoTest.
Models for judgment, code for everything else. The same split cut one of ours by 75%.