Mavryn ProtectIn Development

Exploring the next generation of passive officer safety.

Mavryn Protect is being developed around the idea that officer-safety technology should work in the background — without requiring another button, another screen, or constant interaction.

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Safety technology should not create more work.

Officers already carry radios, phones, body cameras, and operate under high cognitive load. Mavryn Protect is being designed to add a layer of passive awareness using signals from devices officers already carry — building toward earlier recognition when something may be wrong.

Architecture

Designed around real-world officer workflows.

Watch-First Sensing

Apple Watch serves as the primary sensing layer — passively monitoring motion and heart-rate signals without requiring officer interaction.

Motion sensing

Continuous accelerometer and gyroscope data

Heart-rate signals

Passive cardiovascular monitoring

Concern evaluation

Signal analysis for abnormal patterns

Mobile Context Hub

iPhone acts as the contextual and communications hub — processing signals, managing escalation, and providing officer-controlled interaction when needed.

GPS & context

Location and environmental awareness

Escalation workflows

Graduated notification and alert paths

Recovery logic

Post-concern evaluation and monitoring

Principles

Built on these foundations.

Passive by design

Officers should not need to interact with safety technology during critical moments.

Officer-controlled cancellation

Officers maintain full control to acknowledge and cancel alerts.

Privacy-conscious design

Built around data minimization and officer trust from the ground up.

Abnormal-event detection

Evaluating signal patterns to identify potentially concerning circumstances.

Graduated escalation

Concern evaluation with recovery logic before any escalation occurs.

Diagnostics & transparency

Officers and supervisors can understand what the system is observing.

In Development

Interested in Mavryn Protect?

We are actively developing Mavryn Protect and welcome conversations with law-enforcement agencies interested in the future of passive officer safety.

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