Built for software companies of 5 to 500 people.
Where AI moves a software company fastest.
Code Factory
Supervised AI coding agents that turn your tickets into reviewed pull requests, in your own cloud. By default, a person on your team merges every change.
AI Features in Your Product
AI your customers actually use: LLM features, agents and search inside the product you already have, without a data science team.
Prototype Building
Fast proof-of-concept builds that validate your idea before committing to full production. Ship a working prototype in weeks, not months.
Customer Support & Ops
AI answering routine product and billing questions and triaging the rest, so your team handles the tickets that need a person.
AI Visibility & SEO
Showing up when buyers ask ChatGPT or Perplexity for a tool like yours, not just Google.
Agent Skills & AGENTS.md
Rules and skills that make every coding agent on your team plan, test and ship the same way.
Senior leadership, a few hours a week.
Weeks to your first win, not quarters.
Twenty minutes, no cost: a live Code Factory demo or an AI audit, then a one-page scorecard.
A paid two weeks: the Code Factory on one of your repos, run on real tickets, or a prioritised AI roadmap. We quote it after the audit.
A fractional CTO or CPO, five, ten or twenty hours a week. They run the factory and own the decisions around it: the roadmap, the board, hiring and security.
First working systems ship in the weeks after, and your team learns to run them. Month-to-month, no lock-in.
Advisory hours, not a project fee.
Senior advisors, not junior consultants.
Ashlyn Baum
Product & Strategy
Former founder who's spent 12+ years shipping products people actually use. Helps small teams figure out which AI features are worth building and which workflows to automate first.
Jordan Adler
AI Engineering & Systems
17 years at Google, Pinterest, and Cruise building systems that handle millions of users. Brings enterprise-grade AI engineering to teams who can't hire a full-time senior engineer yet.
Collin James
Automation & Internal Tools
Spent 17 years building internal tools that make engineering teams faster. Now helps software teams automate what they do by hand, with AI that actually works.
Ruby Childs
AI & Customer Experience
Built AI-powered marketing tools at OneSignal used by thousands of companies. Specializes in making AI work across your entire customer journey, not just one channel.
William Shepherd
Technology Leadership
Has worked at GitHub, OneSignal and Harris. Brings experience in technology delivery and global business development across markets.
And more
Specialists on call
We bring in other senior specialists when the work calls for it. Tell us what you need.
Before you ask.
Will this replace my team?
No. The point is to take the automatable work off your team's plate so the same people can handle more of the work that needs judgment. Every system we build is one your team learns to run.
How are you different from big AI consulting firms?
You get a senior advisor a few hours a week instead of a deck and a junior team. There's no discovery phase billed by the month. The first working system ships in weeks.
We already have engineers. Where do you fit?
Next to them. We take the AI work they haven't had time to learn, such as coding-agent setup, AI features and evals, and leave them able to run it.
What's the commitment?
Month-to-month. Scale hours up or down as the work changes, and stop when you've got what you need.
Is our data safe?
We work inside your accounts and tools wherever possible, keep client data out of model training, and document exactly what each system can access. The Code Factory runs in your own cloud account, its run records stay with you, and nothing is sent back to us.
Won't AI pull requests pile up for our reviewers?
In the Code Factory, a review agent checks every push and an audit agent tries to break each change before a person looks. Your team reads pull requests that already passed those checks, and the pilot measures the time you spend reviewing.
What if AI isn't worth it for our product yet?
Then we say so in the audit. Some workflows aren't worth automating yet, and knowing which ones those are saves you more than a project would.
Book a free 20-minute call.
For engineering teams, we run the Code Factory on a real issue. For everything else, we find where AI pays off first. Either way, a one-page scorecard follows the same day.