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Selected work

Engineering, in the detail.

Each project below is a concept study — a full technical write-up of how we would approach the problem, what the architecture looks like, what it runs on, and what we would expect to learn. We publish these instead of padding the page with anonymised logos.

Project index

6 projects

Every published project, across all four disciplines.

  • AI systemsConcept study

    A retrieval layer that clinical reviewers actually trusted

    An evidence-grounded assistant for trial protocol review, built so that every answer could be traced to source and every change to a prompt could be measured before release.

    Year
    2025
    Capability
    AI systems
    Capability
    Forward-deployed
    Read
  • Developer infrastructureConcept study

    Making deploys boring across forty repositories

    A single release path for a growing engineering organisation, where the previous approach made every deploy a coordinated event involving three teams.

    Year
    2025
    Capability
    Forward-deployed
    Capability
    AI systems
    Read
  • Connected hardwareConcept study

    Instrumenting a cold chain without stranding the data

    A connected sensing device for refrigerated logistics, where the real engineering problem was surviving the environment and the radio budget, not reading a temperature.

    Year
    2024
    Capability
    Hardware
    Capability
    AI systems
    Read
  • Enterprise automationConcept study

    Automating the first pass of claims adjudication

    An internal system that handles the mechanical work of first-pass adjudication so human reviewers spend their time on the cases that actually need judgement.

    Year
    2025
    Capability
    Forward-deployed
    Capability
    AI systems
    Read
  • AI systemsConcept study

    Vision inspection that had to run on the edge

    Visual inspection for a high-mix production line, designed around the physical constraints of the cell: latency, vibration, and no continuous network.

    Year
    2024
    Capability
    AI systems
    Capability
    Hardware
    Read
  • Developer infrastructureConcept study

    One data platform, many tenants, no surprises

    A multi-tenant ingestion and query platform where the hard requirement was that adding a tenant could never become a reason to break an existing one.

    Year
    2024
    Capability
    AI systems
    Capability
    Forward-deployed
    Read

Disciplines covered

One team across four problem shapes.

AI systems
Retrieval, agents, and evaluation harnesses for operational work.
Developer infrastructure
Platform, pipelines, and tooling that makes shipping reliable.
Connected hardware
Devices, firmware, and the cloud systems they depend on.
Enterprise automation
Internal systems replacing manual, error-prone operational load.