“Adding AI features” hasn’t moved the number on the spreadsheet. The tools exist, but your people don’t use them. We rebuild what work is and ship the AI that runs it. Then we stay until your team can run it without us.
The track record above is founder Patrick McGrath's. In production: a top-20 mobile games studio runs live-ops on tooling we built. Reference on request.
42% of enterprises abandoned the majority of their AI initiatives in 2025, up from 17% the year before.
Bad production. No creative direction. And nobody in the room who has shipped AI to real users. A better model won't fix any of that.
Most AI shops are engineers selling implementations or consultants selling decks. We're an operator-led build firm. We fix the product and growth problems and automate the workflows behind them, and we run it all like a product launch, from discovery to live ops.
Every phase ends with something your team can use. Run end to end, it's our AI Build Program.
A ranked list of what to fix and which workflows are worth automating
Scope and the measure of success, agreed in writing before kickoff
Workflows automated end to end in your stack, running on your keys
Runbooks and trained champions, so your team runs it without us
In every phase
We run every engagement, AI or not, the way we've always run product launches. Scope it, set milestones, cut hard, and keep running it after it goes live.
Point AI at a problem without taste behind it and you get noise. We make the calls on what to build and what to cut, and we care how it feels to the person using it.
Patrick has run P&Ls as an executive. He knows what a CFO checks first and why boards kill projects, so we plan your AI work to make it through the budget cycle.
Alexandria is the platform we build your automation on. We start from the workflows your company runs every week, like planning a live-ops event, reading a churn cohort or shipping UA creative. We map each one step by step and wire it into the systems your team already uses: the data warehouse, the game config, the ad accounts, the code repo. Code and rules run the steps that don't need judgment. Specialist agents come in only on the steps that do, and a person signs off where it matters. A memory layer learns who does what, where and when on your team, so handoffs land with the right person. We don't sell or license Alexandria. What we build on it runs in your stack.
The workflows your team has been piloting, we've automated end to end as real platforms. Each has gates and tests, and every number traces back to its source. They run on-prem and on any model. Here are six, all built for live games.
Built for a top-20 mobile games studio, it automates the live-ops workflow. An event designer runs on about 20 deterministic skills that simulate the economy and put a value on each event. Gates check every design, and a ship layer versions the config, targets player segments and runs the A/B test.
One app the production team runs its week from: the roadmap, three backlogs that publish straight to the code repo, design review, an events console and the analytics.
A daily pull from a game's event warehouse to the dashboard its team reads each morning, with checks that hold back a broken pull. Then the diagnosis: which test, which build, which week.
Marketing OS is the growth platform we built for mobile-game studios. The paid side covers soft launch through scale. It buys across the major ad networks, paces spend, and handles attribution and lift measurement.
The organic side of Marketing OS. Give it a brief and it makes posts, images, video and playable ads. Each one is graded against a rubric, and a person signs off before it goes out.
Alexandria's specialist agents doing the reviews a studio would normally hire out, like a game teardown, a read on a redesigned first session, or a monetization finding that 24 verifiers tried to knock down.
The first call is 30 minutes with Patrick. You bring the problem. We'll have done our homework on the business. By the end we'll both know if there's a fit, and if there isn't, we'll tell you who to call instead.