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Solutions

What we can build for you.

Each of these is something we have already built and run. They are starting points that we shape around your needs — not fixed products sold off a shelf.

AI assistants that get work done

Software that handles multi-step tasks and knows when to ask a person.

These AI assistants plan a task, use your tools, act inside your systems, and hand over to a person when they are not sure enough. Every action is recorded — what it did, why, and what it cost — so you can always check any decision later.

Built with

  • TypeScript
  • Python
  • PostgreSQL
  • Redis
  • OpenTelemetry

What it does

  • Works with your own apps, databases and internal tools
  • Hands over to a person whenever it is not confident enough
  • A full record of every action: what, why, which tools, and the cost
  • Safety limits, controlled access and spending caps on each action
  • Tested before every release so nothing changes by surprise

What you get

  • Routine multi-step tasks run on their own
  • Your experts spend time on the tricky cases that need judgement
  • A full record you can check for every automated decision

Document processing

Turn piles of documents into data you can search and use.

We read invoices, contracts, ID documents, medical records and scanned files, and pull out the information automatically. Built for real documents — crooked, stamped, handwritten, in many languages, photographed at an angle — not the perfect samples you see in a sales demo.

Built with

  • Python
  • PyTorch
  • Tesseract
  • PostgreSQL
  • S3-compatible storage

What it does

  • Reads many document types and layouts, even poor-quality scans
  • Handles several languages, plus handwriting and stamps
  • Sends anything it is unsure about to a person to check
  • Checks the data against your rules before saving it
  • Sends clean, organised data straight into your database or system

What you get

  • Documents handled in minutes instead of days
  • Manual typing cut down to only the tricky cases
  • Searchable, organised data where there used to be only files

Workflow automation

Take away the repetitive work nobody should be doing by hand.

We look closely at how a task is done today, find where the time and mistakes really pile up, and automate that part — not just the part that is easy to show off. Every automation comes with proof that it actually saved time.

Built with

  • TypeScript
  • Temporal
  • PostgreSQL
  • Docker
  • Grafana

What it does

  • We measure how the work is done today before we change anything
  • We connect systems that were never built to work together
  • The tricky cases are sent to a person to handle
  • Approval steps, a full activity log, and access set by role
  • Dashboards that show the time and money the project saved

What you get

  • Tasks finished faster, measured against a clear starting point
  • Fewer mistakes that stay low because we keep watching them
  • More gets done without hiring more people

Private AI you control

AI that runs on your servers, so your data never leaves.

For work where your data cannot leave the country, the building, or a set of rules you must follow. We run AI models on your own systems, and we test them honestly so you know exactly what you gain or lose compared with a public AI service.

Built with

  • vLLM
  • Kubernetes
  • NVIDIA CUDA
  • Terraform
  • Vector storage

What it does

  • AI hosted on your own servers or private cloud, sized to your needs
  • We pick and set up the right open AI models for you
  • We tune the AI on your own information so answers fit your business
  • Honest accuracy tests versus the big public AI services
  • Can run fully offline when the rules require it

What you get

  • You can finally use AI on sensitive and regulated work
  • No dependence on another company’s prices or uptime
  • Clear proof of where your data goes — and where it does not

Answers from your data

Get clear answers from the data you already have.

Most organisations have plenty of data — what they lack is an easy way to turn it into decisions. We connect your data and build simple tools so anyone, technical or not, can ask a real question and get an answer they can trust.

Built with

  • dbt
  • PostgreSQL
  • DuckDB
  • Python
  • TypeScript

What it does

  • We bring together data spread across different systems
  • One shared meaning for each number, across the whole organisation
  • Ask questions in plain language and see how the answer was worked out
  • Spot unusual patterns and forecast trends where the data allows
  • Everyone sees only the data they are allowed to see

What you get

  • Everyone makes decisions from the same, agreed numbers
  • Your analysts explain the numbers instead of hunting for them
  • Answers in minutes that used to take a request and a wait

Websites & web apps

The screens people actually use, built to the same high standard.

A smart system is only as good as the screen people use. We design and build the websites, apps, portals and internal tools that sit on top — easy to use, fast, multilingual, and built to the same high standard as everything behind them.

Built with

  • Next.js
  • TypeScript
  • PostgreSQL
  • Tailwind CSS
  • Docker

What it does

  • Design and engineering handled by one team
  • Built to work for people with disabilities, from the start
  • Multiple languages built in from day one
  • Kept fast and checked automatically on every change
  • A design your own team can build on without us

What you get

  • Screens people are happy to use, without being told to
  • Genuinely fast on real phones and real connections
  • One system that serves every language you work in
Start here

Tell us what you want to achieve.

This is not a sales call. It is a straight conversation with the engineers who would build your system — and an honest answer about whether we are the right team for the job.