SENTINEL
demo gallery →
EVIDENCE INTEGRITY · PUBLIC SAFETY

Every bodycam recording, audited.

An adversarial review layer for bodycam evidence. Three independent reasoning passes produce a defensible verdict suitable for internal affairs review, insurance adjudication, and prosecutorial workflow.

Deterministic replay · Audit trail preserved · Sub-3-minute turnaround
LIVE DEMO · US BODYCAM
Rapid Alerts1
Deep Violations4
Verdictofficer justified
Open Audit →
PIPELINE

Four layers, one verdict

01
LAYER 1

Rapid Alerts

Featherless · keyword fastpath · ~5ms

Catches armed-subject moments and force commands as the officer speaks.

02
LAYER 2

Visual Context

Gemini 3.1 Pro · multimodal video

Watches the footage frame-by-frame: restraints, weapons drawn, force, subject compliance.

03
LAYER 3

Deep Scan

Featherless · prosecution vs defense · 60s cadence

Adversarial review: prosecution finds violations, defense rebuts each one.

04
LAYER 4

Verdict

Google Gemini 3.1 Pro · final adjudication

Weighs evidence, rebuttals, and visual facts. Issues a defensible verdict.

DEPLOYMENT CONTEXTS

Built for the people who review the footage

SENTINEL produces a structured verdict package — transcript, layered findings, adversarial rebuttals, and final adjudication — that fits existing review workflows.

Internal Affairs Review

Standardized first-pass review for use-of-force incidents and citizen complaints. Reduces backlog and surfaces edge cases for human escalation.

Prosecutorial Case Prep

Evidence summarization with adversarial pre-rebuttal. Identifies weak points before opposing counsel does.

Civilian Oversight

Independent verdict layer with full provenance. Designed for boards that lack in-house ML capacity.

Insurance Adjudication

Liability assessment for departments and municipal carriers. Quantifies severity and procedural compliance.

Training & Policy QA

Replay archive analysis for academy curriculum and post-incident review.

Powered by Vultr · Google Gemini · Featherless · Speechmatics