MVP in 3 weeks
100+ products shipped · 10+ years
AI Integration

Practical AI that earns its place in your product.

We help you find the AI use cases worth building, then integrate them into your product or workflows properly: with people in control, predictable costs and a sensible fallback.

Request a consultation See AI we've shipped
From your data to your users
  1. 01
    Your product and dataThe app, content and users you already have.
  2. 02
    The right AI modelChosen per task, not one model for everything.
  3. 03
    Guardrails and cost limitsCaching, usage caps and quality checks.
  4. 04
    People in the loopReview and easy corrections where it matters.
  5. 05
    Shipped to your usersInside the product they already use.

AI in production

to create a 60-minute lesson with AI, LingoTeach
90 sec
to create a 60-minute lesson with AI
LingoTeach
languages with AI voiceovers, LingoTeach
33+
languages with AI voiceovers
LingoTeach
downloads of an AI story app, Tandem
10,000+
downloads of an AI story app
Tandem
stores with AI artwork in the product builder, Sports Gear Swag & Yard Sign Plus
2
stores with AI artwork in the product builder
Sports Gear Swag & Yard Sign Plus
What we build

Where AI actually pays off

We start with frequent, costly problems, and only recommend AI where it clearly saves time or adds value.

  • Content generation

    Lessons, stories, descriptions and drafts from a few inputs.

    LingoTeach: a 60-minute lesson in 90 seconds

  • Artwork and media

    Illustrations, artwork and voiceovers generated inside your product.

    Tandem, Sports Gear Swag, Yard Sign Plus

  • Smarter search

    Search that understands what someone means, not only what they typed.

    Intent-aware, not keyword-only

  • Workflow automation

    Sorting, routing, summaries and data extraction for your team.

    A person checks the unclear ones

  • Voice in any language

    AI voiceovers so one piece of content reaches many audiences.

    LingoTeach: 33+ languages

  • Fits your product

    AI that plugs into your existing app, data and users, not a separate demo.

    Built into what you already run
Built to be relied on

“We’re worried about wrong answers.”

Guardrails, human review and clear fallbacks wherever a mistake would be costly. A demo is easy. We build AI features properly: data handling, cost control, quality monitoring and behaviour when the AI service is slow.

  • People in control

    Review steps and easy corrections wherever a mistake would be costly.

  • Predictable costs

    Caching, limits and the right model for each task, with usage monitored as you grow.

  • Quality you can see

    Output quality is measured over time, not assumed after launch.

  • Sensible fallbacks

    Your product keeps working when the AI service is slow or wrong.

How it works

How we add AI to your product

Start with one use case, prove it, then expand.

  1. Find the use case

    Pick the problem that’s frequent, costly and safe to automate.

  2. Prototype

    Test the AI on your real data and agree how to measure success.

  3. Build it properly

    Integrate with your product, with guardrails, fallbacks and cost controls.

  4. Measure and expand

    Ship to a small group, measure the result, then roll out.

Case studies

AI features we’ve shipped

Practical AI inside real products.

01EdTech / AI

LingoTeach

A web platform that uses AI to turn any topic into a ready-to-teach, bilingual language lesson in about 90 seconds.

Result60-minute lessons created in about 90 seconds, used by teachers in the UK and Australia.
  • MarketUK, Australia & worldwide
  • PlatformWeb
View case study LingoTeach
02EdTech / AI

Tandem

An AI app that turns a child's ideas into illustrated stories, fact books and play ideas that parents and kids enjoy together.

Result10,000+ downloads across iOS, iPad and Android, and approved by the Educational App Store.
  • MarketUnited Kingdom
  • PlatformiOS, iPad & Android
View case study Tandem
03e-Commerce / Custom Apparel

Sports Gear Swag

A high-volume e-commerce platform for custom team uniforms, with a 12-step design editor and live jersey preview.

ResultRated 4.8★ from 30,000+ verified reviews, selling custom gear for 45+ sports.
  • MarketUnited States
  • PlatformWeb (desktop & mobile)
View case study Sports Gear Swag
Technology

AI capabilities we build with

Inside web and mobile products your users already use.

AI

  • AI content generation
  • AI illustration
  • AI voiceovers
  • AI-assisted search

Automation

  • Classification and routing
  • Summaries and drafts
  • Data extraction

Mobile

  • React Native
  • iOS
  • iPad
  • Android
FAQ

AI integration questions

Worth a readPractical AI: where it pays off in an existing productRead the article
Can you add AI to our existing product?

Yes. Most of our AI work is inside existing products: we find the use case worth building, then integrate it with your app, data and users.

Can you build around our own AI engine?

Yes. For Tandem we built the iOS, iPad and Android app and backend around the client’s own AI story engine.

What AI features have you built?

AI-generated bilingual lessons with voiceovers for LingoTeach, AI stories and illustrations for Tandem, and AI artwork inside the product builders for Sports Gear Swag and Yard Sign Plus.

How do you keep AI costs predictable?

We design for cost from the start: caching, limits, choosing the right model for each task, and monitoring usage as it grows.

What if the AI gets something wrong?

Where mistakes matter, we add human review, easy corrections and clear fallbacks, and we monitor output quality over time.

Let's build what's next

Want AI that actually helps your business? Let’s talk.

Tell us what you're building, fixing or trying to scale. We'll help you understand the next step.

Request a consultationLet's talk View our workOur work

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