LIVE CH-01 · MCKINNEY-DT-01
--:--:-- SYS NOMINAL
Watch Officer online · scanning downtown corridor…

The AI Watch Officer
for Your City

The cameras your city already owns, turned into an operator that sees and hears everything — a crash, breaking glass, a downed limb, a pothole. It zooms in, remembers, and dispatches the right response. Just ask, in plain language.

  • Sees & Hears
  • Finds Anything Fast
  • First on the Scene
  • Knows What Changed
02 The Old Way

Cities find out last.

A pothole becomes a claim. A faded crosswalk becomes a lawsuit. A wreck waits on a 911 call. Today a city learns about it when a resident complains — or when someone gets hurt.

  1. DAY 0Something happens. Nobody sees it.
  2. DAY 9A resident files a 311 complaint.
  3. DAY 23A work order is finally issued.
  4. DAY ??Damage. Liability. Overtime.
03 · On Duty

Meet the operator
who never blinks.

Every feed. Every minute. Every night. Nothing scrolls past unseen.

Your AI Watch Officer watches all of it at once — the corner no one is looking at, the alley after curfew, the intersection at 3 a.m. She never gets tired, never looks away, and never forgets what she saw. She is not a dashboard you check. She is always watching, so your people don't have to.

04 How It Works

One lightweight detector at the edge gates everything expensive.

1

Detect

YOLO · RT-DETR

Motion, sound & vision on your 4K feeds flag an event at the edge — before a single expensive cycle is spent.

2

Clip & zoom

10-SEC RING BUFFER

Motion triggers a 10-second clip, cropped and zoomed to exactly what matters.

3

Realtime queue

KAFKA · TIMESCALEDB

Unlimited workers ingest clips from cameras citywide — every one kept in its place in time.

4

Understand

VLM · VSS BLUEPRINT

Video embeddings turn each clip into searchable meaning — Video Search & Summarization.

5

Ask & act

SEMANTIC SEARCH

Prompt the Watch Officer in plain language; she validates, prioritizes, and dispatches.

05 Multimodal · Live Video

It sees and hears.

Most systems wait for pixels to change. Ours starts with motion — and then it listens.

Motion is the trigger.

Real movement fires it the instant it happens — a sudden lurch, a collision, someone where they shouldn't be. Kinesthetic events, caught live, not reconstructed after the fact.

And it listens.

Sound is a sensor too: breaking glass, a crash, raised voices after curfew, a gunshot, an animal in the road. Caught by ear as well as eye — in daylight or the dead of night.

06 Live Proof · MCKINNEY-DT-01

One intersection. Everything it catches.

FEED MCKINNEY-DT-01 · 6 DETECTIONS
Car wreck Jaywalker Pothole Downed limb Illegal dumping Vehicle of interest
07 Emergency Response

First on the scene.

A wreck is detected on impact — not when someone finally reaches for a phone. With the average ambulance minutes out and survival falling every one of them, the Watch Officer starts the clock sooner and gets police, fire, and EMS moving.

"Collision detected · Louisiana St & Kentucky St · dispatching EMS + PD"
~7 minAverage ambulance response — and only after the call
7–10%Survival lost per minute of delay in cardiac emergencies
09 Satellite + Aerial · Change Detection

Knows what changed.

Beyond live video, it compares aerial and satellite imagery over time — so it sees how a place is different than it used to be. New construction. A lot that filled with debris. An encroachment that wasn't there last month.

"what happened to this corner since last quarter?"
10 Predictive Maintenance

Fix it before it fails.

Potholes, faded crosswalks, downed signs, illegal dumping — detected early and tracked over time, so a $40 patch never becomes a pothole, a claim, and overtime.

WEEK 1
14%
WEEK 2
41%
WEEK 3
78%

SAME CRACK · ASSET #A-2231 · LOUISIANA ST

11 In the Control Room

More than a dashboard.
A control-room colleague.

She reads the feeds all shift, tells you what changed in plain language, and recommends who to dispatch — right in the console your team already watches.

Watch Officer Console
WATCH OFFICER CONSOLE · MCKINNEY-DT-01

Set her post

"Watch the downtown corridor for new hazards." Plain language in, a standing watch officer out.

She compares day to day

Baselines what "normal" looks like and flags only what actually changed since yesterday.

A second agent guards the gate

Every alert is validated to kill false positives before a human is ever bothered.

12 The Whole System

From the street to the control room, on the cameras you already own.

System architecture
FIG. 01 — DETECT · CAPTURE · UNDERSTAND · DISPATCH
13 It Plugs In

No new poles.
No rip-and-replace.

She reads your GIS asset inventory to know what's supposed to be there — so she can flag what's missing — then pushes to the systems your crews already use.

EXISTING CAMERAS
WATCH OFFICER
GIS / ArcGIS311Work OrdersDispatch / CAD

Every camera you own,
now has someone watching.

Pilot the Watch Officer in McKinney

Let's talk — sales@lifesizeagents.ai