Service 03 — AI Prototypes & Proof of Concept

Don’t buy the platform. Test the idea.

A working proof of concept built on your actual problem, so you decide whether to build based on evidence, not a vendor demo.

What the job looks like

You send

The idea, the doubt, and a sample of the real data or process it would touch.

We do

We build the smallest thing that proves or kills the idea: on your material, not placeholder data.

You get back

A clickable demo, an honest read on feasibility, and a plan for the path to production. Or a reasoned “don’t”.

What changes

The catalogue

12 jobs in AI Prototypes & Proof of Concept.

Every one is a real job we do. Find the one that sounds like your week.

01

Proof-of-Concept Application

A small working application built on your real problem and (redacted) data in days, so stakeholders can click something rather than debate a slide.

“We keep talking about this idea but nobody can show what it would actually look like.”

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02

Send Me the Boring Job Demo

You record a short video of a painful, repetitive job; you get back a working demonstration of that exact job done with AI, before committing to anything.

“I know AI could probably do this, but I have no idea how to get from here to there.”

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03

AI Feasibility Demonstration

A focused test of whether AI can handle your specific task to an acceptable standard, answered with evidence rather than opinion.

“Vendors keep telling us AI can do this, but nobody has proved it on our actual work.”

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04

Prototype Software Build

A functional first version of an internal tool or product idea, built quickly enough to test with real users before serious money is spent.

“Getting even a rough version of this built through the usual channels would take months.”

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05

Interactive Demo App

A polished, clickable demonstration app that lets stakeholders, investors or customers experience an idea for themselves instead of imagining it.

“Our pitch deck describes the idea fine, but people only get it when they can actually try it.”

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06

Decision Simulator

A simple interactive model that lets you change the inputs of a decision (pricing, staffing, volumes) and see the consequences instantly.

“We are making a big call off a static spreadsheet nobody fully trusts or understands.”

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07

Showcase & Campaign Microsite

A small, fast-built website or interactive page for a launch, campaign or internal showcase: live in days rather than stuck in a web agency queue.

“By the time our website process delivers a page, the moment we built it for has passed.”

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08

Executive Demonstration

A live, tailored demonstration for senior leaders showing exactly what AI can do on their organisation’s own work: no generic slideware.

“Our executives have seen a dozen AI presentations and still have no idea what it means for us.”

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09

Pilot Build (POC to Limited Live Use)

Takes a successful proof-of-concept and hardens it just enough to run live with a small group of real users, so the idea is tested in the wild before full rollout.

“The demo was great, but we have been burned before by things that fell apart in real use.”

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10

Prototype-to-Production Planning

An honest, plain-English plan for what it would take to turn a working prototype into a proper production system, including whether you should.

“The prototype works, but nobody can tell us what it would really take to run this properly.”

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11

AI Idea Triage

A structured working session that takes your list of AI ideas and sorts them by real-world value, effort and risk, so you pursue the two that matter and shelve the ten that don’t.

“Everyone in the business has an AI idea and we have no way of telling which ones are worth anything.”

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12

Rapid Concept Comparison

Two or three quick working versions of the same idea built different ways, so you choose an approach based on what you can see and try rather than theory.

“We keep going round in circles arguing about the approach because it is all hypothetical.”

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Test the idea before you fund it.

Send the concept, get a working proof on your actual problem.

Send us your problem →

Or write to hello@tasksmithai.com