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Selected work

Systems we've built, and teams we still support

Dedicated teams owning a complete development stack, AI agents running operational work, and product builds taken from milestones through to long-term maintenance. Our longest engagement has run since 2023.

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10+

Clients served

Since 2021

8

Countries worked across

Across four continents

3+ yrs

Longest engagement

Sorted Tech, still running

Industrial safety

Benchmark Data Solutions

Canada2025

End-to-end delivery

A complete PPE compliance platform, from labelling through to edge deployment and the web portal

We delivered the whole stack for monitoring protective equipment compliance: the labelled dataset, the trained models, the AI pipeline design, deployment onto edge hardware, and the full-stack site their safety team uses to review violations.

What we delivered

  • Data labelling
  • Model training
  • AI pipeline design
  • Edge deployment
  • Full-stack portal
Read the write-up
Shipping and logistics

Port and logistics operator

International2025

AI automation build

AI agents automating disbursement account operations, plus predictive pricing wired into their existing portal

We built agent-based automation for their portal, disbursement account work and port call handling - validation, form filling and raising queries - together with predictive models for price prediction and database-connected models that let end users see their own data and analysis directly.

What we delivered

  • Agent workflows
  • Port call handling
  • Validation & form filling
  • Query raising
  • Price prediction
  • End-user analytics
  • AWS deployment
Read the write-up
Waste managementOngoing

Sorted Tech

United Kingdom2023 - present

Dedicated team

A dedicated team delivering their complete development stack, from labelling to edge deployment

Our longest-running engagement, now into its fourth year. A dedicated team responsible for Sorted Tech’s full development stack: data labelling, model training, core pipeline development, edge deployment, and ongoing maintenance of their website.

What we delivered

  • Data labelling
  • Model training
  • Core pipeline development
  • Edge deployment
  • Website maintenance
Read the write-up
Biometrics and identity

MiniAi Live

United States3 years

Embedded AI engineers

Embedded AI engineers who moved with the technology, from computer vision into LLMs and agentic AI

We provided AI engineering resource to MiniAi Live over three years. The work began in computer vision and shifted towards LLM and agentic AI as the technology moved, with the same engineers carrying the context across.

What we delivered

  • Embedded AI engineers
  • Computer vision
  • LLM applications
  • Agentic AI
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Sustainability

Namic Green

Spain2025

Dedicated team

A dedicated team covering the full flow, from labelling to an analytics pipeline for their use case

Technical support and dedicated engineering resource for Namic Green, covering the complete flow: data labelling through development to an analytics pipeline built around their end use case.

What we delivered

  • Data labelling
  • Development
  • Analytics pipeline
  • Technical support
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Sports technologyOngoing

Athlyt

IndiaOngoing

Milestone build, then retainer

AI sports analysis giving players and venue owners usable insight, built to milestones then taken on long term

A sports technology product that analyses play using AI and turns it into insight for both players and venue owners. We began on a milestone-based product build and moved to a long-term contract covering ongoing maintenance.

What we delivered

  • Product development
  • Sport analysis models
  • Player insights
  • Venue analytics
  • Ongoing maintenance
Read the write-up

Most of our work starts as a conversation

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