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LUMEN · Retail Intelligence
Ten modules. One core.
Each one in its own panel: what it does, what it changes, what it is worth. All ten on a single on-premise core.
10 → 1One AI core
Point at a module to name it · click to open it
The ten modules, one by one
Live match
Every visitor, known at the door.
Your cameras recognise each visitor by an anonymous ID — tier and visit history, before they reach the shelf.
4F
Gold9C
SilverD0
NEWB2
Silver63
Bronze4F
GoldVisits14
Last basket$25
Lifetime value$4,210
What recognition unlocks
+23%
Bigger basket
+18%
Repeat visits
100%
Visitor coverage
No card, no app, no sign-up — every visitor is recognised the moment they walk in. The basket and repeat-visit lift is a model; your own figure is measured in the pilot.
Auto-segmented on match
Regulars87Returning116New98At-risk41
Manager notified
A Gold customer is at the door — meet them before the shelf
Real-time footfall
Every step. On the heatmap.
Hot zones, cold zones and dead corners — live on one floor map.
HotWarmColdDead zoneShelvingShelf yieldShopper route
Checkout line
Hottest zone
2m 40s
Avg dwell
3
Dead zones
Floor yield · $/m² per month
Checkout line
$240
Entrance
$172
Produce
$128
Back-left corner
$28
The back-left corner takes up 18% of the floor but earns only $28/m² — dead space costing you $2.7K/mo
Relocation test· energy drinks
Back-left
42/day
Checkout line
119/day
Into the hot path · +183% units sold
Recoverable revenue
+$2.1K/mo
activate dead zones + relocate to hot paths
Funnel and dwell
From the door to checkout.
Every shopper's path becomes a conversion funnel you can act on.
70%
Conversion
15:20
Trip length
6
Stops per trip
Where you lose them
Walked in → reached a category
−10%
Reached it → picked something up
−8%
Picked up → paid for it
−6%
140 shoppers a day never reach the category they came for — that gap is worth $3.4K/mo
Live A/B test· entrance layout
A · current layout70.0%
B · end-cap72.5%
Layout B wins · +2.5 pp conversion
Projected uplift
+$4.4K/mo
fix the top leak + roll out Layout B
5-dim heatmap
Every employee, scored in real time.
Five live dimensions — speed, service, conversion, upsell and time at post. No monthly guesswork.
Top performers · tap a namescroll
Speed
Quality
Conv
Upsell
At post
Jasur A.
94
97
87
82
91
Malika T.
91
95
82
74
88
Sardor K.
88
90
85
79
84
Nilufar S.
82
86
80
88
79
Bobur R.
80
78
71
68
84
Diyor M.
72
75
62
48
65
J
Jasur A.
Camera-verified · Chilonzor
96.8
score · #1
Speed94
Quality97
Conv87
Upsell82
At post91
Fastest riser · Diyor M · +18%
Three weeks of auto-coaching closed the conversion gap. Every seller gets a plan — scored on actions, never on gut feel.
12-week horizon
Four predictions, twelve weeks ahead.
What each customer wants next, who is about to leave, when the peak hits, how to staff it.
Store traffic · actual vs predictedpeak +38% in 3 wk
ActualPredicted95% confidence
Recommendation93%
Churn forecast96%
Traffic window94%
Staffing94%
94.2%
Avg accuracy
12 wk
Horizon
+18%
Basket
Next best actionlive
4F
ID 4F2A · Gold
14th visit · recognised at the door
Offer · Premium coffee, 250 g
in 3 of their last 4 baskets · last receipt $25
89%
buy-likely
Imported chocolate · 64%Kids’ meals · 51%
Pushed to floor tablet ·+$6 on the receipt
Churn early-warning30 days ahead
87%
Predicted uplift
+23%/sales
recommendations + churn save + optimal staffing · 12-wk horizon
Walk-out checkout
Checkout. Without the queue.
Vision tallies the basket and charges the card. Manned tills get queue AI and fraud detection.
Walk-out checkoutbasket auto-detected
Milk 2.5% ×299.8%$2.60
Bread, white99.6%$0.90
Coffee, 250 g99.9%$6.20
Apples, 1.4 kg99.4%$2.10
Chicken fillet, 0.9 kg99.2%$2.50
Total · charged on exit$14.30
Manned lanes · live queue
Lane 12 · open
Lane 25 · busy
Lane 38 · open a lane
Walk-out gate · sensor fusion
0 s
Walk-out queue
1.8 s
Basket read in
96
Cashier KPI
Queue AI · live forecastnow 17:20
16:5017:0017:1017:2017:30
LivePredicted
Open lane 4 at 17:28
A 9-deep queue builds in ~8 minutes. Act now →−40% wait time.
Loss preventionlive
+$32
14caught today
−1.4%shrinkage
99.3%scan accuracy
Walk-out checkout2.3× faster checkout
Monthly checkout impact
+$5.7K/mo
faster queues + recovered shrinkage + freed cashier hours
Age & gender
Know exactly who shops with you.
Age and gender read anonymously, on-device — a live audience profile, no IDs stored.
58% 42%
Male · 1,652Female · 1,195
Age × gender · share of visitorsMaleFemale
19%
18–24
34%
25–34
24%
35–44
15%
45–54
8%
55+
25–34
Peak age
32.4
Avg age
58/42
Male / Female
Privacy-first by design
Anonymous
On-device
0 IDs stored
Age and gender are counted as aggregate stats only — never identity. No faces, names or images are ever saved.
Audience shifts through the day
9–1245+ · female-led
12–1735–44 · families
17–2225–34 · male-led
Stock for your real crowd
25–34 are 34% of footfall but only 19% of premium SKUs. Rebalance assortment and evening staffing → +$2.5K/mo.
AI clustering
Your crowd, in five clear groups.
RFM clustering turns a faceless crowd into segments you can actually sell to.
2,847
customers clustered
Loyal customers
342 customers · $2,400 avg
12%
Recency92
Frequency88
Monetary96
Frequent, high-spend, recent — your revenue core.
Auto-routed campaignautomatic
Early access + concierge
Private previews and priority service — no discount needed.
Expected · +18% repeat spend
Segment migration · this month
142 promoted to a higher tier
88 slipped toward at-risk
213 new one-timers entered
Real-time CX
Measure where service sags.
An anonymous, aggregate satisfaction signal — by zone and hour, never per person: at the shelf, in the queue and at checkout.
8.4
CX score · /10
Sentiment by zone
Entrance9.1
Dairy · Meat8.9
Produce8.7
Grocery · Household7.8
Checkout queue6.2
CX score · through the daydip 17–19
9:0013:0017:0021:00
Live experience alertnow
Auto-action · Lane 4 opened → CX recovering
Happiness → revenue
+19%/spend
happy shoppers spend more · lifting CX from 8.4 to 9.0 is worth about +$1.9K/mo
Lifetime value & tiers
See who's worth the most. Keep them.
Every customer scored on lifetime value and loyalty tier, from real visit and basket history.
Gold$3,800
Silver$1,450
Bronze$520
New$140
1
ID 4F2A
Gold · 14 visits
$4,210
2
ID A93D
Gold · 11 visits
$3,980
3
ID 9C71
Silver · 9 visits
$2,640
Where the value really is
Top 28% of customers drive 73% of revenue
GoldSilverBronzeNew
VIP service trigger · live
4F
$4.2KFloor manager notified · concierge + usual order prepped
High-value at risk
$14.2K
lifetime value slipping ·8 Gold and Silver fading
Win-back auto-queued ·31% typically recovered
Before vs After AI
The same store. Different math.
Side by side: a typical retail chain on the old playbook, and the same chain running LUMEN. The gains in the right-hand column are a model, not a client result — yours is measured in the pilot.
Customer data
Without AI
With Bayonic
What you gain
Every row is a module — open it to see how the "after" is produced.
What it adds up to
+$164K
Added revenue a year, across the three branches — the sum of the ten modules above, after the overlap between them is taken out.
See the arithmetic +1.1%
of sales
2.0×
the platform fee
3
days to go live
The bottom line
Ten modules. One number.
Every line is measured on its panel. Together: +$13.7K/mo, +$164K a year.
3branches1 400visitors / day / branch70%conversion180 000 UZSaverage receipt22%gross margin$1.26Mrevenue / month
ModuleWhat moves the moneyRevenue / month
Added revenuethe five modules that move revenue on their own line+$13.7K+1.09%
The other five carry no money of their own — they are what makes those five possible. Giving them a line would count the same shopper twice.
Added revenue+$13.7K
Overlap between modules−20%
Gross margin on it (22%)+$2.4K
Recovered shrink + freed cashier hours+$2.9K
Platform · 3 branches−$1.8K
Net profit
+$3.5K/mo
$42K a year · 2.0× the platform fee
Your shop is not this shop. Put your own numbers in.Open the ROI calculator
Multi-Branch Network
One platform. Every branch.
Today you know almost nothing about the people in your stores. LUMEN turns the cameras you already own into a complete profile of every customer, in every branch — and rolls it up to one screen.
Built for retail chains
Unlimited branches, one platform
Every store plugs into the same AI core — add locations any time, no rebuild.
Live two-way sync
Each branch streams up in real time; your best-store playbook pushes straight back down.
One screen for the whole chain
Rank, compare and drill into any store from a single dashboard — spot your best and worst instantly.
Your data never leaves
AI runs on-premise inside each branch — only insights travel to HQ, never your video.
Built for multi-branch networks: one private AI core per store, one live dashboard across the country — ready to roll out chain-wide from a single pilot.
Seen enough?
Put your own numbers into the calculator, or let us measure them on your floor for free.