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.

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

ECG Interpretation
Off in Vix until it passes a clinical benchmark.

Crisis-Call Coaching
Your agency's guidance, surfaced during the call.

Building and Preplan Intelligence
Preplans and water sources at dispatch.

Incident and Training Work
What crews run on calls sets what they drill.

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.
