Agents do the work.
A verification layer makes it trustworthy.
I'm Kolya Klitovchenko. For thirteen years I've built the systems that run businesses outside of tech — casinos, creator agencies, bank branches, construction, a luxury concierge. Today I rebuild those operations on AI agents, with an expert signing off every unit of work. You pay a share of the difference we measure.
AI sped up the work. Not the result.
Across 700+ companies, AI coding agents produced 30% more code and zero more finished tasks — the gain disappeared in the review queue. Anthropic rebuilt its own source control for the same reason. The bottleneck is no longer doing the work. It's trusting it.
Your back office is next. That's what I fix.
- Does
- Reconciles chips, cash and table results at shift close
- Can read
- Cage system, table tracking, CCTV event log
- Never touches
- Payouts, player limits, credit
- Signs off
- Shift cage manager
- If unsure
- Flags the table, attaches the camera clip, stops
Six industries. Same shape of problem.
Slot symbol factory
An AI pipeline that produces rigged, animated slot symbols for a studio with 4 games live. An AI reviewer watches every render — and its own hit rate is measured.
Legacy ERP → agents
A US subcontractor moved off a legacy VB.NET system. Client documents and recorded calls became an agent-readable knowledge base; old and new systems compared table by table.
Land-based casino operations
Cage and chips, table tracking, guests with face recognition, junkets, HR, bonuses and CCTV in one system. Co-founder.
Creator agency operations
CRM, operator workflows and marketing automation for 3–4 agencies managing 10 creators.
Bank branch renovation
Task tracking, invoice creation, acceptance of works and issue triage across a bank's branch network.
Luxury concierge marketplace
The platform behind a Los Angeles concierge: jets, cars, villas and services — quotes, bookings, vendor roles and invoicing.
One operator. A fleet of agents.
From sysadmin at a Kyiv hotel to co-founding casino software, leading a platform team, and running my own life on a fleet of agents.
Read the full story →I run my own work on what I sell.
An agent operating system I run my own work and life on: Linc, mozok, 15+ open-source CLIs for agents. Every pipeline I sell, I've run on myself first.
See what's live →Show me one process that eats your week.
30 minutes. I'll tell you what an agent can carry, who should sign it, and how we'd measure it.
Book a process review