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We Study the Work Before We Build for It

Field studies of the software departments already pay for, and a Vix trained only on cases a person reviewed first.

Research projects
5
Published study
1
Vix 1.0 models
3

Custom Software Studies

In five projects, we compared what each department paid for with what its members used, and with what still lived on paper sign-in sheets, spreadsheets, and separate web forms. One study is published.

AI Research

Vix 1.0 runs on responder-written instructions, our own evaluations, and each agency's documents. These projects move it from tuning to training.

  1. Training Vix on Reviewed Cases

    Training cases are deidentified, licensed, and reviewed before Vix learns from them.

  2. ECG Interpretation

    Off in Vix until it passes a clinical benchmark.

  3. Crisis-Call Coaching

    Your agency's guidance, surfaced during the call.

  4. Building and Preplan Intelligence

    Preplans and water sources at dispatch.

  5. Incident and Training Work

    What crews run on calls sets what they drill.

  6. A Foundation Model for Emergency Response

    Our own model, trained on the reviewed cases above.

Forward-looking statements. Research items reflect current goals and plans, not commitments. Scope and timing may change.