Work

What we’ve built.

Systems designed, built and operated by TRW Labs. Each card shows its real status. Interface previews use sample data.

  • In daily use
    • TRW Labs operations staff

    Custom agents

    A staff of custom AI agents runs TRW Labs’ own operations: a chief of staff that delivers one morning brief, with agents for security monitoring, the inbox, social media, quality review, software development, deadlines and renewals, and a watch on what other AI platforms can do. Each works within its own access limits and leaves an audit trail, and anything outward-facing (sending, posting, paying, deleting) waits for a person’s one-tap approval.

    • Access limits per agent
    • Audit trail
    • One-tap approval
    • Weekly targets, monthly audit
  • In-house
    • In-house AI platform

    Axion

    A private AI operations system that runs entirely on hardware its owner controls, with no external service dependency, for environments where data can’t leave the network. Conversational AI, document retrieval, persistent memory, vision and agentic tool execution come from one service layer, on a domain-agnostic core that retargets to a new problem without forking the code.

    • Runs on your hardware
    • Retrieval and memory
    • Vision
    • Agentic tools
  • In development
    • Clinical and operational software

    Healthcare operations

    Software for healthcare providers: supply and inventory control, electronic health records and billing workflows, built for regulated data from the first line of code.

    Demonstrated on synthetic data; production deployments run on the client’s own infrastructure.

    • FHIR R4 records
    • Append-only ledger
    • Audited access
  • Shipped
    • Windows desktop application

    Halo

    Display control for long sessions: per-monitor hardware dimming, adaptive darkening that follows on-screen content, a floating clock and crash-safe brightness restore.

    • Adaptive dimming
    • Crash-safe restore
    • Floating clock

Contact

Tell us what needs to work.

Tell us the outcome you need. You’ll get a direct, specific reply.