AI transformation for engineering teams · six weeksYour team, shipping with agents.
Measured by Friday.
Not a transformation programme. One repository, a baseline taken in week one, our delivery pipeline installed inside your conventions, your team running it, and the same numbers measured after.
10
engineers on the agentic path at a practice we built it for
5 → 1
developers needed for two Android apps, same timeline
6 weeks
one repo, a baseline, the pipeline, the numbers after
Claude Code
MCP servers, guardrails, generated tests, living docs
What you get.
The pipeline on your repo: planning agent, story population, autonomous implementation inside your guardrails, automated review, generated tests, living documentation, human-in-the-loop escalation
A baseline before anything changes: lead time, pull-request cycle time, review turnaround, incidents, test coverage on new code
Your conventions as the guardrails: linting, CI, branch rules, review policy, enforced on every change
Your engineers running it from week three, with us watching; a recorded walkthrough and a week of questions answered
The same numbers after, in a review you sign; then widen it or stop
Engagement: Fixed scope, six weeks · NET 14 · Ask about the six weeks →
Good for
— A team of five to forty engineers with a roadmap longer than the year
— A CTO who has been asked about AI by the board and wants a number, not a slide
— A codebase with CI and review already in place, however imperfect
We will say no when
— The brief is to replace engineers rather than to ship more with the ones you have
— There is no CI and nobody wants to write the first test
— Nobody on your side can own the decision to widen it or stop
The pipeline
Six stages. A person signs every increment.
The same pipeline that runs every Hopsig build, installed on yours.
01PlanThe build is planned with a solutions-architect agent before code is written. The plan is a document you can object to.
02StoriesEpics and stories populated and tracked automatically, in your Jira or ours.
03BuildStories implemented autonomously inside your guardrails, every change checked against them.
04ReviewAutomated review and generated tests before a senior looks. A senior always looks.
05DocumentDocumentation written as the code changes, never a week behind.
06EscalateWhen a decision needs a person, it is pushed to a phone with the context, and the pipeline waits.
AI transformation · the call
Bring one repo. We will show you the Friday after.
Bring the problem, not a brief. If it is outside what we do well, we will say which of our contacts to call instead.
Or email info@hopsig.com — reply within one working day.