AI audit: know where AI pays off before you build.
Cha Khan is an AI-native engineer in Riga, Latvia, who runs AI audits for companies: he finds where AI, from ChatGPT and Claude to custom agents, would save real hours in your processes. He interviews the owner and the people who do the work, times each task that repeats every week, and ranks what to change by the hours it frees. The audit ends with a plan built on numbers you confirmed.
Cha Khan · Cha Labs SIA · Riga, Latvia

Cha Khan
Riga, Latvia
- Claude Code
- Codex
- Cursor
- ChatGPT
- Claude
Who it is for
Owners of growing companies
Your team retypes, copies and chases the same things every week, and you suspect AI could take some of it.
Companies about to buy AI
Before you pay for a product or a project, you want to know which work it should take over.
Leaders who need numbers
You want a plan you can defend: hours, costs and a ranked list, not a vision.
What we work on
Interviews with your people
The owner and each person who runs the work, one at a time. They know where the work breaks.
The work, mapped and timed
For each task that repeats weekly: the trigger, the steps, the handoffs and the retyping, timed with the person who does it.
Process maps, before and after
How the work runs today, with every handoff and retyped entry marked, and how it could run with AI.
An ROI on your numbers
Two figures, a careful one and a best case, from inputs you gave and confirmed. Estimates, not a guarantee.
A ranked roadmap
What to change first, ranked by the hours it frees, and who will use what.
A live walkthrough
I present the findings on a call and answer your questions. They are never just emailed.
How it starts
An intro call
You tell me about the company and who runs the work.
The audit
Interviews, timing, process maps and the ROI. The date of the walkthrough is booked before I start.
The walkthrough
I present the plan live. Building anything after it is a separate decision, yours to make.
Why work with me
Engineer since 2019
Payment and bank-security software at VeriTeknik and ONLAYER, then co-founder of the littlefish Foundation. BSc in Electrical and Electronics Engineering from Bilkent University.3 to 85 pull requests a week
Pull requests I merged per week, from the July 2026 average to October 2026: agents write the code, a second model reviews it, and I decide what ships.An iOS app, alone, with AI
What’s That?, my first Swift app: about 41,000 lines written with AI agents, on the App Store from January to April 2026.Talk, 19 Oct 2026
“It Just Keeps Getting Faster”: how I build with AI agents, from Sonnet 3.7 to Opus 5.5. The slides are online.Shipyard AI, Riga
Taken into the Shipyard AI accelerator in Riga in July 2026, its second batch.Building Feedwrk
I build Feedwrk with its team: connect a Shopify store and every product goes out to each sales channel, checked and fixed on the way.
Questions people ask
Who can audit my company’s processes in Latvia and tell us where AI would help?
Cha Khan, an AI-native engineer in Riga, Latvia, runs AI audits for companies. He interviews your people, times the work that repeats every week, and gives you a plan ranked by the hours AI can free.
What do we get from an AI audit?
A one-page summary, the full report, process maps of how your work runs now and how it could run, an ROI built on numbers you confirmed, and a roadmap ranked by hours. I walk you through it live.
Who do you need to talk to?
The owner, and each person who does the work the audit looks at. They know where it breaks, and they decide whether anything built later gets used.
Does the AI audit include building the AI tools?
No. The audit ends at the plan. Building anything is a separate decision you make after you have seen it.
How do you calculate the savings?
Only from numbers you give me and confirm. You get two figures: a careful one that counts only the hours we agree an agent can take over, and a best case. They are estimates, not a guarantee.
How do I start an AI audit?
Send a few lines about your company and the work you most want back. I reply with the scope and the fee.
Other ways to work with me
Private AI tutoring
One to one · monthly retainer · Riga or onlineI teach you, one to one and every month, to be highly capable with AI, on your own work and business.
Read moreAI for engineering teams
Claude Code, Cursor and Codex on your own codebase, with review and checks you can trust.
Read moreAI training for teams
Hands-on sessions where each person uses ChatGPT and Claude on their own work.
Read more