Narrative AI
Internal Affairs Risk Engine · IARE

Before Internal Affairs Sees It.Narrative AI Does.

The first AI-powered pre-IA risk audit for police reports. Catch documentation issues before they become lawsuits, headlines, or career-ending reviews.

Live Risk Analysis in Action

See exactly how IARE scans and scores a report before submission

IARE · Report #24-08471 · Use of Force
Scanning...
Report Narrative · Flagged
1

On 02/21/2024 at approximately 2247 hours, this officer responded to a disturbance call at 4400 W. Division St.

2

Upon arrival, contact was made with the subject. The subject became aggressive and this officer used force to gain compliance.

3

The subject was detained and transported to District 5 for processing.

4

Evidence was collected and logged per department procedure.

HIGH RISK · Line 2Vague Force Language
“used force to gain compliance”
Specify force type (e.g. arm bar), duration, body placement, distance from subject, and the exact threatening behavior observed.
REVIEW · Line 3Missing Detention Justification
“The subject was detained”
No RAS or PC stated before detention. Document the specific facts, such as behavior, statements, or observations, that established legal justification.
GAP · Lines 1–4Missing entirely
Report contains no mention of: lighting conditions, subject's physical description or size, witness presence, injury assessment after force, or supervisor notification. Each omission is a gap IA will question.
Liability Risk Score
44
Overall Risk Score
MEDIUM-HIGH RISK
3 issues require attention before submission
Use of Force WordingHIGH RISK
Timeline ConsistencyPASS
Legal JustificationNEEDS REVIEW
Policy AlignmentPASS
Prosecution ReadinessFAIR

Six Layers of IA Protection

IARE runs a comprehensive audit across every dimension of risk before your officer submits a single word.

Use of Force Wording Risk Detection

Narrative AI analyzes report language and flags vague or risky articulation related to use of force. It suggests stronger, objective wording and prompts the officer to clarify threats, distance, lighting, and suspect behavior.

Missing Justification Alerts

The system detects when force, detention, searches, or arrests lack proper legal articulation and warns the officer before submission and prevents costly documentation gaps.

Timeline Consistency Scanner

Narrative AI compares report narratives with CAD timestamps, officer notes, and bodycam event markers to detect timeline gaps or inconsistencies before they become liabilities.

Policy Alignment Checker

Departments can upload their policy manuals. Narrative AI checks reports against agency policy and flags potential violations or missing required documentation automatically.

Liability Risk Score

Each report receives a Liability Risk Score evaluating civil lawsuit exposure, Internal Affairs review risk, prosecutor readiness, and overall documentation strength.

Critical Incident Mode

For officer-involved shootings, major use of force, in-custody deaths, or vehicle pursuits, Narrative AI switches into structured documentation mode that helps officers build IA-ready reports.

The Difference Is Clear

What changes when IARE is part of your workflow

Without Narrative AI

  • Manual report review, if reviewed at all
  • Vague force language goes undetected
  • Missing legal justification slips through
  • Officers unaware of policy violations
  • Reports only reviewed after IA complaint
  • Higher civil lawsuit exposure
  • Weaker documentation in court
  • Command staff blindsided by issues

With Narrative AI IARE

  • Automated IA risk detection on every report
  • Force language flagged and improved instantly
  • Legal justification gaps caught before submission
  • Policy violations identified in real-time
  • Issues resolved before the report leaves the officer
  • Reduced civil lawsuit exposure for the department
  • Stronger, IA-ready documentation every time
  • Command staff protected by proactive compliance

Built for Every Level of Command

IARE protects officers, supervisors, command staff, and the city simultaneously.

Patrol Officers

Get real-time feedback before submitting. Protect your career with better documentation.

Supervisors

Review AI-scored reports. Spot problems before they escalate to formal IA inquiries.

Command Staff

Department-wide risk dashboards. Track trends and reduce liability across all units.

City Administrators

Reduce lawsuit exposure and settlement costs with proactive documentation standards.

83%
Reduction in IA-flagged report issues
Faster report compliance review
100%
Of reports scanned before submission
$0
Additional cost per report scan
Agency Demo

Request Agency Demo

See IARE in action with your department's actual report types. Our team will walk you through a live demo tailored to your agency's needs.

Contact us at info@narrative-ai.org for enterprise pricing.