AI Prototype → PRODUCTION

We make your AI prototype ready for real customers.

We take AI-built prototypes, whether vibecoded, contractor-delivered or proof of concept, and turn them into products you can launch with confidence, even in heavily regulated industries. Performant, secure, and scalable. Without a six month-long rebuild.

The Production Gap

AI gets you 80% of the way, fast. The last 20% is where it hits the wall.

Great in the demo.
Not ready for real customers.

It works on the happy path. The moment real people use it, it breaks in ways you couldn’t design for.

You're not sure what's
under the bonnet.

You don’t have access to the engineering team you need and you risk losing momentum on your launch.

Security and compliance weren't
the priority. Now they are.

Prototypes are built for speed but launches are built for scrutiny. The bar jumps the day you take it live.

What we do

We turn AI prototypes into products you can launch with confidence.

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01 / ASSESS

An honest evaluation
of your AI prototype

We look at what you've built and tell you what's production-ready, what needs rebuilding and what should be dropped. No padding, no scope inflation, just radical candour and a route to next steps.
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02 / ENGINEER IT PROPERLY

Security. Data handling.
Observability. Error paths.

We handle security review and remediation, data handling and observability, guardrails and fallback strategies, even cost controls on model usage. Anything that would stop a launch in its tracks, make you non-compliant - or, worse, show up in the news six months down the line.
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03 / SCALE CONFIDENTLY

What works for 10 users
often breaks at 1,000

We re-engineer for latency, resilience and what it'll actually cost to serve at real volume. Your product becomes hardened, fast and cost-effective - ready for launch and beyond.
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04 / KEEP IT IMPROVING

Continuous evaluation
and improvement

We set up evaluation pipelines, drift monitoring, delivery rhythms and ongoing cost optimisation. It’s a delivery model that keeps AI systems improving, not quietly degrading.
How it works

Go faster with Deazy. Safely.

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Show us what you’ve got

Whatever form your prototype is in. We'll take an honest look in week one.  No long, drawn-out process. No theatre.
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You get a clear plan

Inside of a fortnight you'll know what needs doing, what it costs, and how long (from someone who’s done it before).
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We make it launch-ready

With UK product and delivery leadership plus our Adaptive Workforce of senior engineers. One contract, one team. Shaped around what you actually need.
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We stay as long as useful

As your product grows we manage model drift, cost-work and iterations. Or we hand cleanly back to your team. Your call.

HEAR FROM OUR CLIENTS

“Deazy were instrumental in providing the technical and AI know-how we needed to hit our deadlines and launch. In less than three months, they helped us move from a basic low-code MVP to a robust and production-ready platform, allowing us to scale rapidly to over 4,000 users (including the FT) and build a solid foundation for everything we want to do next with AI.”

With Deazy, we valued their credentials but also their honesty. Because, while you might be able to spin up your app in a weekend vibe coding, it’s a different beast entirely to build a scalable and enterprise-level product, ready for launch into B2B. They were able to have that conversation with us and, with strong product credentials, move quickly through discovery to deliver the work that we’d need.

Why DEAZY?

AI-first. Not retrofitted.

Product judgment, not
just engineering

We don't build tech for tech's sake. Product judgement and commercial logic determines what should launch, and what customers will actually use.

We were doing this before
AI was fashionable

From AI-powered customer service platforms to vibecoded founder portals, we know exactly how to steer your product around the risks.

The Adaptive
Workforce

Senior UK leadership with global engineering capacity. Top-tier delivery and complete peace of mind, without paying onshore rates across the whole team.

TELL US MORE

Not sure what your prototype needs?
Let’s find out.

Prototype → Production Guide

The five things that challenge your AI launches, and how to get ahead of them for success.

Talk to our AI Specialist

30 minutes with Deazy. Tell us what you've built and we'll give you a straight read on what it needs. No deck, no pitch.

COMMON QUESTIONS

Yes. We work with AI prototypes regardless of how they were built, whether using Claude, Cursor, Lovable, Bolt, Replit or traditional hand-written code. At production scale, the underlying architecture and data guardrails matter far more than the tool used to generate the initial code. We will work with any vibe-coded prototype to make it enterprise-ready.