CornerWatch

Existing infra · Store AI box · Real-time alerts
All your stores, one dashboard
5 stores · cloud aggregation · single web dashboard for the owner
CornerWatch multi-store architecture Five stores send aggregated data to the cloud, which serves the owner's web dashboard. Below, an exploded view of one store showing its components. YOUR STORES 🏪 Store 1 · Wonderworld 24 cameras ▼ ZOOM IN 🏪 Store 2 · AustinSouth 24 cameras 🏪 Store 3 · Whisper 24 cameras 🏪 Store 4 · Riverside 22 cameras 🏪 Store 5 · AndersonMill 20 cameras 5 stores · 114 cameras total CLOUD ☁️ Aggregation Securely transmitted WEB DASHBOARD cornerwatch.app CornerWatch Owner · all stores 🔔 7 EXCEPTIONS 143 P1 ACTIVE 7 P2 ACTIVE 34 CLOSURE 78% ✨ Active directives 4 across 5 stores · live 4 YOUR STORES · 5 LOCATIONS Wonderworld 24 cams · online 3 47 excs 70% AustinSouth 24 cams · online 31 excs 75% Whisper 24 cams · online 19 excs 100% Live preview of the owner's view
⚡
Real-time alerts
AI runs locally at the store
📡
Works if internet is down
Cellular backup keeps alerts flowing
🏬
Scales across all your stores
One dashboard, every location
▼ ZOOM INTO STORE 1: WONDERWORLD ▼
Inside Store 1: Wonderworld Exploded view showing the 24 PoE cameras feeding into the Store AI Box, which sends data to the existing NVR, the new Manager tablet, and the cloud. 📹 PoE cameras 24 cameras at this store 📷 📷 📷 📷 📷 📷 📷 … 📷 📷 📷 📷 📷 📷 📷 📷 existing infra NEW 📦 Store AI Box Runs all AI locally P1, P2, P3 + custom directives 💾 NVR existing · clip replay 📱 Manager tablet NEW · in-store alerts ☁️ to cloud
▼ INSIDE EACH STORE · THE SYSTEM IN DETAIL ▼
CornerWatch architecture overview Three columns showing existing store infra plus new Store AI Box and Manager tablet on the left, AI monitoring categories in the middle, and alert destinations on the right. AT YOUR STORE What's installed EXISTING STORE INFRA 📹 PoE cameras Per store 💾 NVR Existing — for clip replay NEW 📦 Store AI Box Runs all AI · 1 per store 📱 Manager tablet In-store alerts AI MONITORS FOR P1, P2, P3 exceptions P1 Critical Weapons · cashier theft · loitering P2 Operational Shoplifting · pump tampering P3 Quality of service Greetings · phone usage · slip & fall ✨ + Your custom rules (Directives) ALERTS Where the alert lands 📱 Manager tablet In-store · under 10 sec 💻 Owner web dashboard All stores · this app ✨ Owner directives 📨 SMS · Email · Call P1 escalations only 📡 Cellular backup If internet down
Powered by Myelin Foundry

CornerWatch

AI-Powered Security & Surveillance
Select Your Role
👔
Owner / CEO
All stores, full access
📋
Office Manager
Regional supervisor · 3–30 stores
🏪
Store Manager
Single store view
Powered by Myelin Foundry
🏪

San Marcos — Wonderworld

24 cameras · online · Phase 1 pilot
📊Store KPIs · last 24h
Exceptions today
47
Last 24h
P1 active
3
All employee-related
P2 operational
12
P3 quality of service
32
P1 closure · 7d
70%
7 of 10 closed
⚠️Active P1 incidents at this store3 unresolved · earliest 47 min ago
P1👤 EmployeeCam 14 · T1Employee stealing cash from register
94% confidence · 2:21:29 PM · 2 min ago
New → → → Resolved
P1👤 EmployeeCam 12 · T1Employee printing lottery tickets — no transactions
87% confidence · 1:55:10 PM · 29 min ago · Acknowledged by store mgr at 2:08 PM
New → → Acknowledged →
P1👤 EmployeeCam 13 · T1Employee stealing scratch-off ticket
89% confidence · 1:37:44 PM · 47 min ago
New → → → Resolved
✨Directives at this store4 active · 0 paused · 12 alerts last 7d
Active
4
Live at Wonderworld
Paused
0
None paused here
Triggered · 7d
12
Alerts at this store
P1 — Safety👤 Employee
Across all stores, flag when a cashier hands back change without scanning the item.
🚨9 alerts here · last 7d📅Created Apr 18
P2 — Economic👤 Employee
At Store 23, Store 14, and Store 41, track every time an employee carries product from the back room without a corresponding POS transaction.
🚨3 alerts here · last 7d📅Created Apr 9
View 1
1

Dashboard — all stores overview

What the CEO/Owner sees when they log in. Across all 5 stores at a glance.
Owner only
CornerWatch
7
Notifications
7 unread
P1
Employee stealing cash from register
Wonderworld · Cam 14 · 2 min ago
P1
Weapon detected — gun/knife/machete
AustinSouth Location · Cam 3 · 10 min ago
P1
Lottery tickets printed — no transactions
Wonderworld · Cam 12 · 29 min ago
P2
Pocketing a product
Wonderworld · Cam 7 · 26 min ago
P2
Customer tampering with pumps
Riverside — Austin · Cam 22 · 42 min ago
P1
Scratch-off ticket stolen
Wonderworld · Cam 13 · 58 min ago
P2
Customer exiting without checkout
AustinSouth Location · Cam 1 · 1h 12m ago
View all in Exceptions Mark all read
👔
Owner ▾

⚠️Exceptions

Detected by AI · across all priorities · last 7d
Total exceptions — active
143
Across 5 stores · last 7d
P1
7 / 32
active · 7d
P2
34 / 89
active · 7d
P3
102 / 248
active · 7d
P1 closure rate · 7d
78%
↑ 4% vs last week
P1Exception List : Category and Detail
From CornerWatch_Exceptions.xlsx
1
Employee
Lottery pack activation — activating then hiding instead of putting in display boxes
2
Employee
Ringing product manually instead of scanning
3
Employee
Stealing behind counter — vapes, cigarettes, novelty
4
Employee
Stealing cash from register — taking cash and hiding to retrieve later
5
Employee
Stealing scratch-off — pulling tickets from dispenser and hiding
6
Employee
Not ringing all items — friends and family discount fraud
7
Employee
Messing with the camera system
8
Employee
Overcharging cash transactions
9
Employee
Printing lottery tickets without transactions, hiding to steal later
10
Customer
Weapon detection — gun, knife, machete (detect only, do not call police)
11
Customer
Approaching store after hours — peeping at doors after closing
12
Customer
Blocking gas tank riser — parking over tank for unusually long time
13
Customer
Loitering around back of store after sunset — > 5 minutes
9 employee · 4 customer · 7 currently active across the chain View all in Exceptions →
P2Exception List : Category and Detail
From CornerWatch_Exceptions.xlsx
1
Employee
Consuming store merchandise — opening pack of cookies/chips and eating without paying
2
Employee
Taking product out without paying
3
Customer
Following someone wearing a hoodie or cap — face hidden from cameras
4
Customer
Verbal abuse towards employee
5
Customer
Pocketing a product
6
Customer
Trying to enter backrooms — going in cooler/backroom while cashier distracted
7
Customer
Exiting without checkout — picks item, walks out during busy times
8
Customer
Taking product to the restroom
9
Customer
Carrying large cases of beer — alert employee
10
Customer
Breaking a product, putting contents in pocket
11
Customer
Paying for partial products — bagging some, paying only for items in hand
12
Customer
Stealing from cashier counter — distracts cashier to steal
13
Customer
Tampering with pumps — opening pump door from above and below
2 employee · 11 customer · 34 currently active across the chain View all in Exceptions →
P3Exception List : Category and Detail
From CornerWatch_Exceptions.xlsx
1
Both
Slip and fall — anybody slipping on water inside store
2
Both
Slip and fall — tripping on objects or slipping on water outside
3
Employee
Not greeting customer when they enter the store
4
Employee
Not wearing uniform / badge
5
Employee
Talking on phone / Bluetooth
6
Employee
Standing idle behind counter — > 5 min when no customers, instead of dusting/fronting
7
Employee
Time in / time out — facial recognition for shift timings
8
Employee
Bathroom cleaning — count visits with mop bucket
9
Employee
Outside cleaning — count trash pickups in parking lot/curb
10
Employee
Upselling at the counter
11
Employee
Offering loyalty / reward programs
12
Employee
Cleaning counter — cashier and drinks counters
13
Employee
Sweeping, mopping, dusting the store
14
Employee
Water on floor — detect and flag if not mopped, or wet-floor sign not placed
15
Employee
Product on floor — in store
16
Employee
Checking sumps — all sumps
17
Employee
Using foul language with customer
18
Customer
License plates — register all cars with timestamp
19
Customer
Approaching someone from behind in parking lot
20
Customer
Unruly behavior
21
Customer
Throwing object towards others or property
22
Customer
Damaging property
23
Customer
Hitting property with car
24
Customer
Looking at cameras — trying to count or locate cameras
15 employee · 7 customer · 2 both · 102 currently active across the chain View all in Exceptions →

✨Directives

Custom rules pushed to your Store AI Boxes · last 7d
Active directives
4
Across 5 stores · live
Paused directives
1
Across 5 stores · not running
Triggered · last 7d
50
Total alerts · all directives
✓Active directives — pushed to your Store AI Boxes
4 active · 1 paused · last 7d
1
P1
"Across all stores, flag when a cashier hands back change without scanning the item."
5 stores · 23 alerts
2
P1
"At Store 23 (Wonderworld), notify me when any customer loiters behind the store for more than 5 minutes after sunset."
1 store · 8 alerts
3
P2
"At Store 23, Store 14, and Store 41 (Wonderworld, AustinSouth, Riverside), track every time an employee carries product from the back room without a corresponding POS transaction."
3 stores · 15 alerts
4
P1
"Across all stores, alert me when a customer blocks a gas tank riser for more than 10 minutes."
5 stores · 4 alerts
3 P1 · 1 P2 · 50 total alerts in last 7d Manage in Directives →

🏪Your stores

5 locations · 114 cameras total · All online
🏪
San Marcos — Wonderworld
24 cameras · online
3 P1
Exceptions
47
P1 closure
70%
Directives
4
🏪
AustinSouth Location
24 cameras · online
2 P1
Exceptions
31
P1 closure
75%
Directives
3
🏪
Whisper Location
24 cameras · online
Exceptions
19
P1 closure
100%
Directives
2
🏪
Riverside — Austin
22 cameras · online
2 P1
Exceptions
28
P1 closure
71%
Directives
3
🏪
AndersonMill Store #1
20 cameras · online
Exceptions
18
P1 closure
100%
Directives
2
+
Add store
View 2
2

Exceptions — filterable live feed

All detected exceptions. Scoped to user's stores. This is the operational heart of the product.
All tiers
CornerWatch
7
👔
Owner ▾
🎯All exceptions
🔫Weapon detection
💰Cashier theft
🛍️Customer theft
👋Quality of service
📱Phone usage
🚪After-hours activity
All stores
All (P1·P2·P3)
All
All
All
Last 24h
Showing 7 of 143
Active directives · scoped to filter
4
All stores · live
Paused directives
1
All stores · not running
Triggered · last 7d
50
Total alerts in feed below
▶ P1 Critical · 3 of 7
2 new 1 acknowledged
P1👤 EmployeeCam 14 · T1Employee stealing cash from register
San Marcos — Wonderworld · 94% confidence · 2:21:29 PM · 2 min ago
New → → → Resolved
P1🛍️ CustomerCam 3 · T1Weapon detected — gun/knife/machete
AustinSouth Location · 91% confidence · 2:14:07 PM · 10 min ago
New → → → Resolved
P1👤 EmployeeCam 12 · T1Employee printing lottery tickets — no transactions
San Marcos — Wonderworld · 87% confidence · 1:55:10 PM · 29 min ago · Acknowledged by store mgr at 2:08 PM
New → → Acknowledged →
▶ P2 Operational · 2 of 7
1 new 1 acknowledged
P2🛍️ CustomerCam 7 · T1Pocketing a product
San Marcos — Wonderworld · 82% confidence · 1:58:41 PM · 26 min ago · Acknowledged by store mgr at 2:04 PM
New → → Acknowledged →
P2🛍️ CustomerCam 22 · T2Customer tampering with pumps
Riverside — Austin · 78% confidence · 1:42:03 PM · 42 min ago
New → → → Resolved
▶ P3 Quality of service · 2 of 7
2 resolved
P3👤 EmployeeCam 9 · T1Employee talking on phone / bluetooth
Riverside — Austin · 88% confidence · 1:45:12 PM · 39 min ago · Resolved by store mgr at 1:52 PM — coached employee
✓ Resolved
P3⚠️ BothCam 2 · T1Slip and fall incident — inside store
Whisper Location · 96% confidence · 12:38:22 PM · 1h 46m ago · Resolved by store mgr at 12:51 PM — wet floor sign placed
✓ Resolved
View 3
3

Directives — write rules in plain English

Owner types a natural-language directive, either across all stores or a specified store ID/location. System pushes directive to the relevant Store AI Box(es) in the fleet.
Owner only
CornerWatch
7
👔
Owner ▾
Active directives
4
Across 5 stores · live
Paused directives
1
Across 5 stores · not running
Triggered · last 7d
50
Total alerts · all directives
✓Active directives — pushed to your Store AI Boxes
4 active · 1 paused · last 7d
1
P1
"Across all stores, flag when a cashier hands back change without scanning the item."
5 stores · 23 alerts
2
P1
"At Store 23 (Wonderworld), notify me when any customer loiters behind the store for more than 5 minutes after sunset."
1 store · 8 alerts
3
P2
"At Store 23, Store 14, and Store 41 (Wonderworld, AustinSouth, Riverside), track every time an employee carries product from the back room without a corresponding POS transaction."
3 stores · 15 alerts
4
P1
"Across all stores, alert me when a customer blocks a gas tank riser for more than 10 minutes."
5 stores · 4 alerts
3 P1 · 1 P2 · 50 total alerts in last 7d Scroll to directive cards below ↓

✨Write a new directive

Tell CornerWatch what to watch for in plain English. Be specific and precise as much as possible within 100 words.
Priority level
P1 — Safety ▾
Apply to
All 5 stores ▾
Camera tier
All cameras ▾

📜Active directives

4 active · 1 paused · pushed to all 5 Store AI Boxes
P1 — Safety👤 Employee
Across all stores, flag when a cashier hands back change without scanning the item.
🏪5 stores · all locations🚨23 alerts fired · last 7d📅Created Apr 18
P1 — Safety🛍️ Customer
At Store 23 (Wonderworld), notify me when any customer loiters behind the store for more than 5 minutes after sunset.
🏪1 store · Wonderworld only🚨8 alerts fired · last 7d📅Created Apr 12
P2 — Economic👤 Employee
At Store 23, Store 14, and Store 41 (Wonderworld, AustinSouth, Riverside), track every time an employee carries product from the back room without a corresponding POS transaction.
🏪3 stores · Wonderworld, AustinSouth, Riverside🚨15 alerts fired · last 7d📅Created Apr 9
P1 — Safety🛍️ Customer
Across all stores, alert me when a customer blocks a gas tank riser for more than 10 minutes.
🏪5 stores · all locations🚨4 alerts fired · last 7d📅Created Apr 7
P3 — QoS👤 Employee
At Store 41 (Riverside, Austin), count employee greetings per shift — flag if under 80% within first 3 seconds of customer entry.
🏪1 store · Riverside only⏸️Paused · 2 days📅Created Apr 4
View 4
4

Event log — tabular history

Weekly/monthly reports for office managers. Filter by date, store, priority. Export as CSV.
All tiers
CornerWatch
7
👔
Owner ▾
Last 7 days
All stores
All
All
847 events total
TimestampStoreDetected eventCategoryCameraConfidenceSystem responsePriority
04/24 14:21:29WonderworldEmployee stealing cash from registerEmployeeCam 14 (T1)94%Email + SMS + CallP1
04/24 14:14:07AustinSouthWeapon detected — customerCustomerCam 3 (T1)91%Email + SMS + CallP1
04/24 13:58:41WonderworldPocketing a productCustomerCam 7 (T1)82%Email + SMSP2
04/24 13:55:10WonderworldLottery tickets printed — no transactionsEmployeeCam 12 (T1)87%Email + SMS + CallP1
04/24 13:45:12RiversideEmployee on phoneEmployeeCam 9 (T1)88%EmailP3
04/24 13:42:03RiversideCustomer tampering with pumpsCustomerCam 22 (T2)78%Email + SMSP2
04/24 13:22:09WonderworldScratch-off ticket stolenEmployeeCam 13 (T1)89%Email + SMS + CallP1
04/24 12:48:55WhisperCustomer went to coolerCustomerCam 8 (T1)77%Email + SMSP2
04/24 12:38:22WhisperSlip and fall — inside storeBothCam 2 (T1)96%EmailP3
04/24 12:15:44AustinSouthCustomer exiting without checkoutCustomerCam 1 (T1)84%Email + SMSP2
04/24 11:52:18AndersonMill #1Employee not wearing uniformEmployeeCam 4 (T1)90%EmailP3
View 5
5

Settings — notification routing

Who gets notified, how, and when. Different channels for P1 vs P2 vs P3.
Owner + Office Mgr
CornerWatch
7
👔
Owner ▾

📬Contact information

Email address
Primary notification email
owner@cornerwatch.com
Phone number
For SMS and call alerts
+1 512-555-0123
Escalation contacts
If primary unreachable
2 contacts configured

🔔Notification channels

Email alerts
Detailed exception reports
SMS alerts
Text message for critical events
Phone call alerts
Automated calls for P1 emergencies
Mobile push notifications
Via CornerWatch app

🎯Priority-based routing

Decide which channels fire for each priority level. P1 safety events always escalate — you choose how.

Priority level📧 Email📱 SMS📞 Phone call📳 Push
P1 — Safety
P2 — Economic
P3 — QoS
Built by Myelin Foundry · April 2026