01 · AI Readiness Audit

Read your AI build for what it really is.

Vibe-coded prototype, vendor proposal on your desk, or an AI feature that quietly stopped working. Before you commit another $50K — a structured read from someone with no financial stake in the build decision.

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Why you can trust me

Acting CEO of TreximAI · 8 years BA across AI products, logistics, fintech, B2B SaaS

23+
IT projects shipped
Engagement formats
Audit · Discovery · Project Support
Based in
Lviv, Ukraine · fully remote · travel when it helps

Cases on this site are illustrative patterns drawn from 8 years inside IT — not invented for the page. No published clients yet.

02 Who this is for

Two situations I read for.

A

The vibe coder who shipped something real.

You built a working prototype in Cursor, v0, Lovable, or Claude. Twenty paying users. A few features in flight. And a growing sense that something in the foundation isn't right — but you can't read the codebase to confirm it. You don't need a developer right now. You need someone who can tell you: what holds, what doesn't, and what the path to production-readiness actually looks like.

B

The non-technical commissioner staring at three proposals.

Three vendor quotes on your desk. $45K to $120K for what sounds like the same project. One vendor confident, two vague, all three professionally persuasive. Without a technical background it's nearly impossible to tell which quote is honest, which is padded, and which will grow by 40% the moment a change request lands. The job here is to read those proposals the way the vendor wrote them — and translate that into a clear recommendation.

03 What you receive

Five concrete artifacts.

Not a slide deck. Not a "framework." Five things your team can act on the morning after our final call.

  1. 01

    Plain-English read of what's been built.

    Codebase, vendor proposal, or AI feature — what holds, what doesn't, in priority order. No jargon you have to Google.

  2. 02

    Specific risks with dollar-impact tags.

    "This contract clause will cost you ~$8K in month 3" — not "this is something to consider." Numbers attached where I can attach them.

  3. 03

    A comparison framework if you're choosing.

    Build vs. buy. Rewrite vs. patch. Vendor A vs. vendor B. Each option scored on the criteria that actually matter to your business.

  4. 04

    A one-page summary your team can act on.

    Written so it makes sense to non-technical readers — co-founders, board members, finance — without me having to be in the room.

  5. 05

    A 60-minute walk-through call.

    Real questions answered in real time. Not a Slack thread that goes cold on Friday.

The end value isn't the report — it's knowing exactly what to do next:

  • Address the surfaced risks — with priorities and impact estimates.
  • Prepare to scale — with a clear sense of what holds and what doesn't.
  • Sharpen product or go-to-market strategy — based on the real state of the product.
  • Or confirm the current solution holds and you can take it to market without extra rework.
04 Not included

What this audit is not.

Saving us both a wasted first call.

  • Code refactor. I read. I don't rewrite.
  • Vendor introductions. Separate engagement, scoped differently.
  • Long-term oversight. That's Project Support — also separate.
  • Pitch deck or fundraising help. Separate craft. I can point you to people who do this better.
05 Common questions

How is this different from a code review?

A code review tells you whether code is well-written. This tells you whether the project decision is well-made. Different question, different answer. If you also need a code review, I can point you to specialists who do that better than I would.

What if you find nothing wrong?

That happens — and it's a useful answer too. You walk away with documented confidence that the path you're on holds. Most founders who pay for an outside read are actually looking for exactly that: the right to commit, with someone independent on record saying it checks out.

Do you sign an NDA?

Yes. Mutual NDA template sent within 24 hours of request. Nothing from your project enters my content, my comms, or another conversation without your written approval.

Next step

Discovery Call — 30 minutes.

Book Discovery Call →

GET IN TOUCH

Let's talk

I'll get back to you within 24 hours — to schedule a discovery call or discuss your inquiry.

Prefer direct contact?

or send a message

Or email directly: taras@ascendgriffin.org

Got it. Talk soon.
I'll be in touch within 24 hours.