Case studies

Case studies.

Three AI systems we built that are running today. The numbers are real results.

Results come from specific engagements and depend on the business. That is what the Map is for.

№ 01 · Support & ops
40,000+

support tickets a month, half routed by agents that sit between the best human reps

A high-volume operator was drowning in tier-1 tickets. We built a layered agent system that handles the obvious 60% and routes the rest to the best person for each ticket. Response times fell. The good reps stopped burning out on password resets.

Head of CX · consumer co.
№ 02 · Content & distribution
3 → 40

posts a day, without losing the voice or hiring a content team

A founder-led brand was capped at three posts a day because there was one person writing them. We rebuilt the pipeline around the founder’s own voice, with human review before anything posts. Output went up 13×. Engagement followed.

Founder · brand & media
№ 03 · Knowledge & interface
11,000

partner records and group threads, plus thousands of emails, collapsed into one agent

A partnerships team was running their business out of seven tools and a prayer. We collapsed the partner database, the Telegram conversations and the email history into one queryable interface their team actually talks to. The week we shipped it, three deals that had been quietly stuck for months closed.

Head of Partnerships · platform co.

About the names. These are real engagements and the numbers are real. Client names stay private until each client approves sharing them.

Want to speak to one of them before you buy? Ask on the call.

Client texts

What clients said.

I’m addicted to this. I feel like Iron Man. You rock dude
Those automated morning briefs and research sheets are absolutely nuts.
That call flew by. I can’t stop “vibe coding” haha
can you help me make some ads?30 minutes later
we just messed around for 30 minutes and made a dozen ads that would take me months
Great meeting today. My team couldn’t believe what I was able to show them after just one day.
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