AI and automation

AI case studies

AI that does a defined job in a real process: assistants that answer from a client's own documents, models that read photos and supplier paperwork, and the back ends behind AI products. Each project below has its own page with what we built, the stack and how the parts fit together. Some clients are named; others stay private and are described by type.

Talk to us about an AI project

7 AI projects

Open any project for the detail. Every project is also listed on its industry page.

Froono: customer loyalty platform screenshot

Froono: customer loyalty platform

  • Retail and eCommerce
  • Web apps
  • Mobile apps
  • Integrations
  • AI

2023–2026

A multi-tenant customer loyalty platform: web admin, customer API, a mobile app and a PWA, with receipt checking, lucky draws, WhatsApp campaigns, AI image generation and online payments.

Reactor: AI assistant and Web3 data back end screenshot

Reactor: AI assistant and Web3 data back end

  • Fintech and payments
  • Web apps
  • Integrations
  • AI

2024–2025

A Node.js back end for Reactor, an AI chat assistant with Web3 tools: streaming chat and voice, a keyed language-model API for businesses, and a crypto service for token audits, swaps and rewards.

Document parsing pipeline for purchase order acknowledgments

  • Retail and eCommerce
  • AI
  • Integrations

2025–2026

Parsers that turn supplier purchase order acknowledgment documents into structured data, using text and vision LLM models, with ongoing error fixing across many suppliers.

Mammoth Self Storage: AI storage calculator and chatbot screenshot

Mammoth Self Storage: AI storage calculator and chatbot

  • Business software and compliance
  • AI
  • Web apps
  • Integrations

2025–2026

A chatbot for Mammoth Self Storage that estimates how much storage a customer needs from a photo or video, lists the items and their volume, finds the nearest site, quotes available units and hands off to booking.

  • Public safety and government
  • AI
  • Web apps

2026

A chat assistant that answers property and permit questions from city documents and live GIS layers, cites its sources and routes people to the right department.

  • Healthcare
  • AI
  • Mobile apps
  • Web apps

2026

Web and mobile apps for an AI-supported counseling service: sign-in, site pages, chat and push notifications, with Android and iOS releases to the stores.

Ads Intelligence: AI Google Ads fleet platform screenshot

Ads Intelligence: AI Google Ads fleet platform

  • Business software and compliance
  • AI
  • Web apps
  • Integrations

2026

An internal web app and Google Ads pipeline for a digital marketing agency: one view of every managed account's spend, click-through and conversion figures, with an AI diagnosis that compares each account with its peers.

Looking for work in your industry?

What is shown here is a selection, well under a tenth of what we have built. Tell us your industry and what you are building and we will share the closest work we have done, with a written estimate.

Request work in your industry

Are you ready to partner with us?

Our good-natured team is waiting to hear your business requirements.

Book a free project call