Team & AI Audit$5,000
I map your team and workflows, identify what AI can take over, and hand you a restructuring plan: 60–80% lower payroll with 1–2 AI-augmented engineers shipping 3× faster.
If the plan doesn't identify at least $50,000/year in savings — you pay nothing.
The Team & AI Audit is a fixed-price ($5,000) five-day review of your engineering team and workflows by Oleg Sotnikov. It identifies which work AI can take over (Claude Code, Codex, agents), what the right team size actually is, and delivers a restructuring plan with quantified payroll savings and velocity gains. Guaranteed: at least $50,000/year in identified savings or it's free.
What You Get
Team & workflow map
Every role and process examined — where the time actually goes, and which work still needs a human at all.
AI takeover plan
Which workflows move to Claude Code, Codex, and agent pipelines — with the tooling and platform setup to make it stick.
Restructuring roadmap
Target team, sequencing, and a low-chaos transition plan — with payroll savings and velocity gains quantified.
Report + walkthrough call
A written plan your team can execute without me — or I execute it with you as your fractional CTO.
How It Works
Access
Read access to repos, tracker, and delivery pipeline (NDA on request) plus short interviews with founders and leads. Nothing changes yet.
Analysis
Five business days: team structure, workflows, delivery speed, tooling and infrastructure spend — including your cloud bill.
Plan
You get the report and the walkthrough call. Execute it yourselves — or I run the transformation with you as ongoing fractional CTO.
Why Me
- Took AppMaster from 25 people to 2 AI-augmented operators — same output, 99.9% uptime, users in 190+ countries
- Cut a client's team cost without chaos and de-risked AI in a regulated fintech — see the FluxoPay testimonial
- 25+ years leading engineering teams, 7 patents, deep Claude Code / Codex / MCP expertise
Stop Paying for Headcount AI Can Replace
Five days from now you'll know exactly how much smaller — and how much faster — your team can be.
Guaranteed: at least $50,000/year in identified savings, or the audit is free.