How long does an AI MVP take?

A contained internal MVP can move in weeks. Customer-facing products with integrations take longer. Scope is usually the delay, not the model.

Do we need lots of data?

You need enough approved content or records for the job. We will not invent a dataset you do not have.

Will you tell us if an MVP is the wrong first step?

Yes. Sometimes a prototype, a better form or a chatbot is the honest start.

Who owns the product after launch?

You do. We leave a backlog, a content owner and a way to review failed tasks.

150+ projects delivered for UK and international brands

AI MVP Development in London

AI MVP development for London teams that need a working product — scoped, testable and ready for users — not a slide-deck prototype.

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AI MVP development for London teams that need a working product — scoped, testable and ready for users — not a slide-deck prototype.

Start Your AI Agent

An AI MVP you can put in front of users

AI MVPs built to be used, not demoed

Design Dev scopes and ships AI MVPs for UK operators who need proof in the product, not another deck. We lock the user, the job and the data before we write a line of model glue.The MVP has a workflow, a handoff and a way to measure whether it works. A chat window with no owner is not an MVP.

Scoped AI MVPs

One user, one job, one success metric. Everything else waits.

Workflow-first builds

The AI sits in a real process — intake, draft, review — not a sandbox.

Data you actually have

We design around your documents, CRM and tools, not imaginary datasets.

A path after launch

What to measure, what to cut, and what the next slice of the product is.

A clear AI MVP process from brief to first users

Lock the job

User, channel, success metric and what the AI must never do.

Shape the workflow

Intake, generation, review and handoff before model theatre.

Build the slice

The smallest product that can be used by real people.

Test with operators

Staff and customers abuse it. We fix the workflow, not the demo script.

Launch and learn

Go-live, usage review, and a backlog that is honest about the next slice.

When an AI MVP is the right first product

An AI MVP is worth it when you have a user, a job and data you can actually use. If you do not, the honest first step is a prototype or a better process — not a model bolted onto a mess.

Design Dev builds AI MVPs as products: scoped workflows, evaluation and a path after launch. We will tell you if a prototype is enough.

One job, one user, one metric
Workflow before model choice
Evaluation against real tasks
Human review where it matters
UK-English product copy
A backlog after go-live

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Complete AI MVP capabilities

Scoped AI products for the first users — workflow, evaluation and a path to the next release.

Internal AI MVPs

Tools for staff that take a painful job off their plate.

Customer-facing AI MVPs

A first product users can try without a 40-field form.

Document-grounded MVPs

Answers and drafts from your approved content.

Workflow copilots

Draft, review and handoff inside the tools you already use.

Lead and intake MVPs

Qualify and route without a new CRM project first.

Pilot-to-product plans

What to keep, cut and rebuild after the first users speak.

Ready for an AI MVP that can actually be used?

Speak with Design Dev about an AI MVP with a real workflow, a success metric and a path after launch.

Start Your AI MVP

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AI MVPs across key industries

Industry focus

Professional Services

Intake and drafting MVPs that respect confidentiality.

Intake copilots
Draft assistants
Knowledge MVPs
Review handoff

Discuss your project

Why Design Dev

A London AI MVP team that will not ship a demo as a product

Design Dev builds AI MVPs for operators who have seen too many prototypes that never leave the laptop. Scope, workflow and evaluation are the job.If a prototype is enough, we will say so. If an MVP is right, it is used by real people — not a scripted walkthrough.

150+

Projects delivered

Years experience

UK+

London & worldwide

98%

Client retention

Start Your AI MVP

A London AI MVP team that will not ship a demo as a product

Strategy, design and engineering for brands that need a website that performs.

Scope is the product

An AI MVP without a job and a metric is a demo.

Workflow before the model

We start with how work actually moves, then pick tools.

Honest after launch

Usage, failed tasks and what the next slice should be.

UK delivery

London-facing product thinking with a team that ships.

Technologies we work with

OpenAI

Python

Laravel

PHP

React

JavaScript

MySQL

HubSpot

Node.js

WordPress

Stripe

Figma

What clients say

Design Dev transformed our e-commerce platform. Their team was efficient, responsive, and delivered a stunning layout that doubled our conversion rate within a month.

Sarah Jenkins

Vauxhall Marketing - Shopify Development

An absolute pleasure to work with. They understood our brand identity perfectly and designed a clean, user-friendly SaaS platform that our clients love.