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 build smarter ways to work.
We structure data, build custom tools, and automate workflows where it pays off.
- 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.
Added $5M a month in qualified pipeline for a real estate lender
- Situation
- The sales team at a $50M real estate credit fund was spending too much time on poor-quality leads. Nearly half of calls went to bad numbers, and the CRM could not show which outreach produced conversations or deals.
- What we built
- Rebuilt the sales process, automated reporting, and added agentic workflows to verify, enrich, and prioritize leads before outreach.
- Result
- Calls to bad numbers fell by 35%. The team now has an additional $5M in qualified opportunities to pursue each month.
Moved a whole org from chatting with AI to automating work in five weeks
- Situation
- Manual data and admin work was starting to limit revenue capture for a financial services firm. The team had tried AI, mostly as chat, and seen little business value.
- What we built
- Studied the business, then rolled out Claude Team with access and data controls. Built first automations for data processing. Taught employees how to use AI on their own work through group sessions and 1:1 coaching.
- Result
- Every team member left with a working tool or a clear path to build one. They also left with one operating rule: prove accuracy before reducing oversight.
Client references available
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