Giorgi Mdivani · Founder & Lead AI Engineer
Founders hire me when they need senior software ownership — product, architecture, and AI that has to work with real users — without standing up a full engineering org first.
You work with me. I bring people only when the critical path needs more than one senior.
Working with founders across the UK and US.
Who this is for
You’re past slides. You need someone who can sit in the problem, choose the stack, and get a real product into users’ hands — or fix the AI feature that looks good in a demo and falls apart in production.
Not for teams shopping for commodity developers by the hour.
Named outcomes
You have something that almost works — or a clear wedge that doesn’t exist yet. We audit what’s real, cut what isn’t, and ship a production path to launch: architecture, product surface, and the boring bits that make it shippable.
Agents, RAG, document workflows, and LLM features wired into a real product. Evaluated, observable, and owned like any other production system — not a slide deck.
Architecture decisions, critical-path engineering, and technical leadership while you stay lean. Start with me. Scale the bench only when the roadmap is bigger than one senior should carry.
Where to start
Start with a short production-readiness audit: what’s shippable, what’s theater, and the shortest path to something users can trust.
Most engagements grow out of that — into a sprint, an AI hardening pass, or ongoing fractional ownership.
Book a production-readiness auditHow it works
A first build usually needs product that ships, AI that holds up with real users, and architecture that still makes sense in six months. That is one piece of work — not three packages you have to assemble.
Discovery, architecture, and the critical path stay with Giorgi.
Extra engineers join for scope that needs them. No account-manager layer between you and the build.
Proof
Proof beats another “senior team” claim.
METIS / Lloyd’s MGA
A regulated insurance business ran approvals, evidence, and accountability on spreadsheets. It now runs on one platform where every step is recorded and an audit can be answered from the system itself.
Read the METIS caseEolas Medical
A production system used by hospitals and individual clinicians, with web and mobile clients on the same backend and AI search that stays inside patient-data access controls.
Read the Eolas casePhoenix Court / LocalGlobe
Reported 30% higher engagement on insights, 40% less time spent on analysis, and 60% faster deploys after the pipeline work.
Read the Phoenix Court case“Giorgi is the best example of what a full-stack engineer should be. He can work in any part of a product's life cycle.”
Work with Giorgi
I’m a senior software and AI engineer with more than a decade shipping production systems — AWS serverless, TypeScript, and the product surface around them. I started Mdivani Agency so founders could work with me directly, then scale delivery without changing who owns the architecture.
Typical background on a call: greenfield SaaS, an AI feature that has to survive real users, or a first cloud architecture that will not need a rewrite in six months.
Next
Share a bit of context — the idea, the constraint, and when you want something in users’ hands. I reply to every inquiry within 1–2 business days.
Tell me what you’re shipping