Find where AI pays off.
We build only what drives revenue and margin.
Let’s talkWhy us
We built and scaled businesses before AI.
We know where to find operational leverage. Nobody should do work a machine can do. We put AI to work for you.

Kirill Polevoy
15+ years leading product across fintech, insurance, and business travel. Joined a PE-backed company as its first product hire and helped rebuild it into the market leader within three years. Claude Ambassador in Chicago.

Alex "Slobo" Slobodnik
Marketing executive turned founder. Ran 8-figure growth budgets as a fintech CMO, then raised venture backing from Coinbase Ventures and built products used by millions.
How we work
We listen. We learn. We build.
We take time to understand how your business works. We put the full range of frontier models to work for you.
- 01
Map
We review your business to create an AI opportunity map.
- 02
Build
We build a working version and refine it with your team against actual workflows.
- 03
Deploy
We roll out what works across your business.
Recent work
Built a platform that captured 30% of a new market
- Situation
- A rare application window opened for companies to claim new web addresses. Choosing the same name as another company could cost them six figures.
- What we built
- Built the full product, including confidential interest tracking, risk reports, payments, identity checks, and private coordination between companies pursuing the same name.
- Result
- Captured 30% of the market and generated hundreds of thousands in revenue within six months.
Cut wasted sales calls by 35% for a real-estate lender
- Situation
- Outbound activity was logged, but the CRM could not show which work produced conversations or deals. Nearly half of calls went to a bad number.
- What we built
- Rebuilt the sales funnel, automated daily reporting, and added an AI enrichment system that verifies contact data, finds better numbers, and prioritizes leads before each call.
- Result
- Calls to bad numbers fell by 35%. The team now starts with cleaner lead lists and sees which outreach produces conversations and deals.
Moved a 100+ person organization beyond basic AI chat
- Situation
- A nationwide industrial manufacturer relied heavily on manual processes. Growth meant adding headcount.
- What we built
- A hands-on, in-person training program built around employees’ day-to-day work. They learned by applying AI to problems they were already responsible for.
- Result
- 70% of participants built tools tied directly to their jobs. They left understanding what AI could do and how to use it in their work. Leadership saw where further investment made sense.
Client references available
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