AI prototype studio · idea in, working demo out

We build a working AI prototype of your idea — in days.

Give us the idea for an app, website, platform or internal tool. You get back a real, clickable product with the AI running inside it — live where it matters, realistically simulated where that's the smart way to prove it — plus a build-ready plan for developers. Test it with users, show clients or stakeholders, and get sign-off before you pay for a full build.

Book a free 15-min Prototype Fit Call See how it works

No commitment · 15 minutes · completely free

Days
to a real, working AI prototypeNot months. Not a slide deck. Something you can open, click and demo the same week.
The problem

Everyone is being asked to show what AI will do for the business. Nobody can afford to build it just to find out. So promising ideas stall — stuck between a paragraph, a slide deck and the cost of committing to a full build.

Why businesses choose GroundworkAI

The old way burns money. We flip it.

The old way

Build first. Hope it works.

  • Spend tens of thousands upfrontHire developers before you know it works.
  • Wait months for a resultMonths of building before anyone sees it.
  • Nothing to test or showNo way to put it in front of clients, users or stakeholders early.
  • Find the flaws too lateDiscover what's wrong after you've paid for it.
Big risk, before any proof.
The Groundwork way

Prove it first. Then build.

  • A real, clickable version in daysHold it, click it, feel it — fast.
  • Test & demo immediatelyPut it in front of users, clients and stakeholders now.
  • A build-ready blueprintThe exact plan any dev team can build from.
  • Spend big only when sureCommit to the full build once it's proven.
Real proof, before the big spend.
Who we help

Built for teams with an AI idea to prove.

GroundworkAI works with businesses, consultancies, agencies, venture teams and founders who want to test an AI idea before committing to a full build.

Client demos Internal tools AI workflows New product ideas White-label delivery Prototype overflow
How it works

From idea to in-your-hands, in three steps.

1

Send us the idea

A paragraph is enough. Send it by email, use the form, or book a free 15-minute Prototype Fit Call if you prefer.

2

We make it real

In days, you get a clickable prototype to test — plus a build-ready plan for developers.

3

Test, show, decide

Test it with users, show clients or stakeholders, secure approval — then decide whether to build, knowing it works before you spend big.

A closer look
Idea
Wireframe
Prototype
Blueprint
01Idea

It starts with a paragraph. We unpack your idea, your audience, and the one thing it has to nail — then play the core loop back to you in plain words.

“connect locals
+ creators…”
02Wireframe

We sketch the whole journey, fast — a few directions side by side, so we choose the right structure before a single pixel is polished.

03Prototype

A real, clickable product with the AI working inside it — the assistant answers, the matching runs, the automation fires. Opens on any phone, no install.

04Blueprint

The developer-ready handover any dev team can follow: screens, user journeys, recommended data structures, API and integration requirements, implementation considerations, areas needing legal/compliance review, and a next-step roadmap.

build-ready
What we do

Three ways to lay the groundwork.

Spark
Earliest validation — is it worth building?
  • Discovery & product definition
  • Wireframes of the full journey
  • A brand & visual direction
Most popular
Prototype
A real clickable product to test & demo.
  • Everything in Spark
  • Full hi-fi interactive prototype
  • Live or realistically simulated AI behaviour where appropriate
  • The key journeys and scenarios needed to prove the concept
  • Works on any device, no install
Blueprint
Ready to hand over, secure approval or move towards a build.
  • Everything in Prototype
  • Developer-ready handover pack
  • Recommended data structures & API/integration requirements
  • Implementation considerations & next-step roadmap
Optional add-on
Custom production build

If the prototype proves the idea, we can also help take it into production through a separately scoped, full-stack build. It's the next-step option once you're ready — not one of the three core prototyping packages above.

Clear expectations

We design and prove it. Then choose how to build it.

What we deliver

  • A clickable, pitch-ready prototype
  • A brand & complete design system
  • A full developer build blueprint
  • A roadmap & shareable exports

What comes next

  • Backend, database & real accounts
  • Production integrations & payments
  • Security, compliance & verification
  • Deployment & launch

Continue with your own development team, or ask GroundworkAI about a separately scoped production build.

Portfolio

See what's possible.

From generative AI and marketplaces to multimodal experiences, our portfolio shows how very different ideas become interactive prototypes you can see, test and demonstrate. Real prototypes, not screenshots — open one and click around.

AI CV generator

CV Generator

Answer a few questions and the AI writes your CV, then lays it out on a real A4 page — switch template and the text reflows without ever breaking a page. Exports to PDF and Word.

Live AI writingPrint-exact A4PDF + Word
Open the prototype
Two-sided marketplace

MeetCreators

One paragraph became a complete product: local businesses hiring neighbourhood creators for video ads, with money held safely until the video goes live. Both sides, 40+ screens, escrow and disputes.

40+ screensBoth sidesEscrow flow
Open the prototype
AI skin triage tool

Derma

Photograph a skin lesion and it's analysed right there in the browser — nothing is uploaded. It measures the lesion's visual features against a screening model and reports a confidence score, framed clearly throughout as a triage aid, not a diagnosis.

On-device analysisConfidence scoringNot a diagnosis
Open the prototype

Every prototype opens in a browser on any device. No install, no logins, nothing to set up.

What's possible

What could we prototype for you?

AI document reviewer Internal knowledge assistant Customer enquiry agent Site-reporting tool Lead qualification workflow Recommendation engine AI intake assistant Workflow automation interface Client-facing AI feature

If you can describe the problem in a paragraph, we can tell you whether it's suitable for prototyping.

How we work with you

Need capability, or capacity?

Need capability?

We can prototype something your team doesn't currently build — bringing an AI idea to life quickly, without hiring for a skill set you need only once.

Need capacity?

We can work behind the scenes when your own team is already committed — extra delivery power, white-labelled where you want it, without adding headcount.

Have an idea?
Let's lay the groundwork.

Book a free 15-minute Prototype Fit Call — no commitment. Tell us your idea and we'll show you how to make it real, fast.

Book my free call

No commitment · 15 minutes · completely free.

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