Amber's Angels
A Formal Partnership
Changes Everything.
What Amber's Angels + Carrollton PD can build together — from CAD integration and NCIC sync to real-time crime center infrastructure.
Amber's AngelsWhat's live right now — without a partnership.
This is the floor. A formal partnership doesn't build this — it extends it.
FEMA IPAWS Alert Ingestion
Three polling sources — CMAS (5 min), EAS (2 min), NWS. AMBER, Silver, Mattie's, Blue, Purple alerts auto-extracted and pushed to volunteer phones.
Autonomous Drone Swarm
Pilots relinquish drones from home. Coordinators dispatch via map click. DJI MSDK V5 uploads waypoints automatically. VLOS + BVLOS Tactical modes.
ALPR + YOLO Composite Scoring
OpenALPR + YOLOv8-nano + optional Plate Recognizer cloud. Five-second aggregation window. HIGH_CONFIDENCE threshold 90+ with 3 supporting frames.
Mission Map + NCMEC Cross-Ref
7-layer coordinator dashboard: alert polygons, road coverage gaps, drone positions, ADS-B traffic, watchlist hits. NCMEC cases cross-referenced against active vehicle targets.
Road Coverage Intelligence
Flock Safety camera network overlaid on road segments — coordinators see which corridors have zero coverage and route pilots to fill gaps before a suspect vehicle escapes.
Airspace Deconfliction
OpenSky ADS-B feed integrated into dispatch modal. Any aircraft within 5 nm below 3,000 ft flagged with callsign, altitude, and heading before a mission is confirmed.
Amber's AngelsTwo credentials in. Three capabilities out.
A signed MOU gives us two data access points. In return, CPD gets an aerial sensing layer that feeds directly into existing law enforcement infrastructure.
NCIC / GCIC Hotlist
Stolen vehicles, ATL entries, wanted persons' plates — automated daily sync into the watchlist.
CAD API Access
Endpoint + API key to create calls-for-service on HIGH_CONFIDENCE match. Motorola PremierOne, Tyler New World, or any REST CAD.
Amber's Angels Platform
Aerial ALPR · NCMEC cross-reference
Swarm dispatch · Composite scoring
RTCC Live Feed
Detection events, drone positions, and alert polygons streamed to your real-time crime center as a standardized data layer.
Direct to Dispatch
HIGH_CONFIDENCE plate match → call-for-service created in CAD automatically, units notified.
Evidence Packages
Closed missions generate chain-of-custody PDF reports for records management system import.
Amber's AngelsHIGH_CONFIDENCE match → call for service.
When composite scoring crosses the threshold, coordinators today get a Discord embed. With CAD integration, a verified match creates a call-for-service directly in your system — no coordinator in the loop required.
Match fires
ALPR + YOLO composite score ≥ 90, 3+ supporting frames, active watchlist plate.
Payload formatted
Plate, vehicle description, GPS coordinates, confidence score, drone ID, timestamp.
CAD call created
POST to Motorola PremierOne / Tyler New World — priority assigned, nearest units notified.
Evidence frame attached
Golden frame linked in call notes. Chain of custody begins at match time.
Amber's AngelsBecoming the aerial layer for your common operating picture.
Your RTCC already monitors cameras, CAD, and ALPR on a unified map. We become the data source for aerial detections — no separate login, no operator on scene.
Alert Polygon Overlay
Active FEMA and NWS search areas rendered as map layers in your COP — color-coded by alert type, auto-removed on federal cancellation.
Live Drone Positions
All active swarm drones stream GPS position, altitude, heading, and mission status. Coordinators and officers see the aerial asset layer in real time.
ALPR Detection Feed
Every detection event — plate, confidence, vehicle description, GPS, frame thumbnail — available as a live event stream for RTCC ingestion.
HIGH_CONFIDENCE Alerts
Watchlist match events with full context pushed as priority notifications. Integrates with Genetec, Motorola Avigilon, Fusus, or any platform with a webhook receiver.
Amber's AngelsA watchlist orders of magnitude larger than FEMA alone.
Today the watchlist is exclusively FEMA-derived — plates extracted from active federal alerts. GCIC/NCIC access changes what every drone in the network is scanning for, passively, on every flight.
Today
FEMA-issued AMBER / Silver Alert plates only. Watchlist is empty between active alerts.
With GCIC Access
Stolen vehicles, ATL entries, wanted persons' plates — live hotlist, continuously refreshed.
Passive coverage
Drones scan only when a federal alert is active.
Always-on network
Every volunteer patrol, every training flight — the entire hotlist is being scanned in real time.
A patrol route that would previously generate zero actionable detections becomes a distributed ALPR network queried against every plate law enforcement is actively looking for.
Amber's AngelsClosing the gap between NCMEC and FEMA.
A child goes missing. A NCMEC report is filed within hours. A federal AMBER Alert may take days — or never issue. An LLM agent that reads each poster on ingest and extracts structured vehicle data activates aerial search before the federal alert system acts.
NCMEC Inputs
Vehicle Extraction Agent
LLM structured extraction pass on each new NCMEC poster. Outputs a validated vehicle profile or null if no vehicle data is present.
make: "Honda"
model: "Civic"
color: "blue"
plate: "GKB4821"
state: "GA"
Platform Actions
Amber's AngelsFrom single hover point
to full polygon coverage.
Today swarm drones fly to one observation point and hover. The infrastructure for systematic grid search is already in the codebase — a partnership activates it operationally.
Observation Post Mode
Live TodayCoordinator places a single pin. Drone flies to that point and hovers at altitude, running ALPR + YOLO on passing vehicles. Used for choke points, intersections, highway on-ramps.
Polygon Grid Sweep
Partnership ModeCoordinator draws or imports a search area. System divides into sectors by drone count. Each drone flies a systematic lawnmower pattern. Full polygon coverage guaranteed — not probabilistic hovering. Code is built. Config flag activates it.
Multi-Drone Coordinated Sweep
Partnership ModeFive drones, five sectors, one coordinator action. Combined with the NCMEC vehicle agent, a search area can be fully covered within one hour of a case being opened — before a federal alert is issued.
Amber's AngelsClosed missions become defense-proof case documentation.
Every HIGH_CONFIDENCE match already stores a golden evidence frame with timestamp, drone ID, and confidence score. A partnership-tier evidence package makes that record court-ready and RMS-importable.
Mission Timeline
Full log of detection events, confidence scores, and status transitions from dispatch to landing — with UTC timestamps.
ALPR Evidence Frames
Golden frames with plate bounding box, confidence score, drone ID, GPS coordinates, and frame sequence number. All stored at time of match — no post-processing.
Flight Path Map
Rendered GPS track with waypoints, altitude profile, and detection event markers — exportable as PDF or KML.
Chain-of-Custody Block
Source alert (FEMA identifier), watchlist match criteria, scoring methodology, operator username, and mission ID. Defensible provenance from federal alert to detection.
PLATE GKB4821 · Georgia
VEHICLE 2019 Silver Honda Odyssey
MATCH_SCORE 94.3% (HIGH_CONFIDENCE)
FRAME_COUNT 7 supporting frames
DRONE_ID drone-alpha · DJI M30T
GPS_AT_MATCH 33.58012°N 85.07661°W
MATCH_UTC 2026-06-03T14:22:07Z
OPERATOR coordinator-jwilliams
SOURCE_FEMA urn:oid:2.49.0.1.840.0.1749...
CHAIN OF CUSTODY CERTIFIED
Amber's Angels · EIN 42-2052151
info@amberangels.org
Amber's AngelsCarrollton writes the playbook
for every deployment after it.
What we're describing is a lightweight RTCC module for missing-persons aerial response — built for municipalities that can't afford helicopter units. Every city that partners gets what Carrollton gets. The first partnership defines the model.
Carrollton, GA
Proof of concept. Live platform, formal partnership, CAD + NCIC integration. The reference deployment.
West Georgia Region
Adjacent counties join under mutual aid. Volunteer swarm capacity pools. Shared detection feed across jurisdictions.
Georgia Statewide
GEMA partnership. Statewide aerial AMBER response network. GCIC integration state-level. Every active alert has drone coverage.
National Network
Agency partnerships as RTCC data provider. Interoperable with NCMEC, DHS, state fusion centers.
Amber's AngelsEvery step is additive. Nothing built for CPD is wasted.
The platform is already running. A partnership agreement is the only gate between today and the capabilities on this roadmap.
Live Today
- FEMA IPAWS 3-source ingestion
- Autonomous swarm dispatch
- ALPR + YOLO composite scoring
- ADS-B airspace deconfliction
- NCMEC 50-state cross-reference
- Road coverage gap intelligence
- Mobile coordinator dispatch
MOU Signed
- CAD direct-to-dispatch integration
- NCIC / GCIC hotlist sync
- RTCC live data feed
- CPD local ATL watchlist
- Twilio SMS for HIGH_CONFIDENCE hits
90-Day Sprint
- NCMEC vehicle extraction agent
- Evidence package / chain of custody
- Polygon grid search (code complete)
- Multi-drone sector assignment
- RMS evidence import format
6–12 Month Vision
- Multi-agency coordination layer
- Georgia GEMA partnership
- iOS DJI SDK (needs Mac)
- Fixed-wing / long-endurance drones
- RTCC vendor certification
Real logs.
June 7, 2026.
Demo AMBER Alert injected. Two volunteers — one phone, one drone — both hit 99% peak confidence on plate YVJ024.
Amber's Angels
The technology is built.
The volunteers are ready.
The alerts are live.
What's missing is the data handshake that turns a volunteer drone network into law enforcement infrastructure. One signed partnership agreement changes what this platform can do — and sets the blueprint for every deployment after it.