Now piloting Beacon on a grocery distribution dock.Read why we start with See →

The region moves goods in the dark. We turn on the light.

Physical AI for logistics. Docks, warehouses, dark stores and trucks, made visible as goods move, then directed. Hardware, software and the people to run them, sold on outcomes.

A container truck backed into a covered loading dock, with a second truck being loaded with white sacks
Dock 07 · Outboundlive
Truck docked · 412 cases on order
412 / 412 cases identified
Truck released · posted to ERP
One loop

Decision AI assumes the data already exists. In our region it doesn't. So we See first, Think on ground truth, and Act on the floor.

Every action feeds new data back into See. The longer an operation runs on Manara, the sharper every decision and the safer every move.

SeeEvery case, pallet and truck, live. The floor becomes ground truth.
ThinkReplenishment, slotting, load plans. Decisions made on what is actually there.
ActA porter directed, a PO raised, a truck released. Something physical moves.
new data back into See

What Manara does on the floor.

Four jobs, in order. See the dock and the racks. Think about what to reorder. Act through the people already on shift.

Two Manara Beacon towers either side of a dock door, with two porters passing cases from a truck between them
01 · See · Dock

Counts every case at the dock door.

Outbound · Truck 2live
/ 412 cases identified
Cases pass the beacon. No one opens them.
Exceptions1 of 412
Case 0187 · label unreadable
Checker sent · relabelled
Truck released · 14:41
02 · See · Racks

Audits the racks without stopping the operation.

Rack audit · Aisle 12live
12-03-A · 24 / 24
12-04-B · 17 / 18 · flagged
Aisle 12 · 84% complete
03 · Think · Replenishment

Reorders before the shelf is empty.

Juice 6 × 1 L · days of coverforecast
6dMon
5dTue
4dWed
3dThu
9dFri
8dSat
7dSun
Days of coverReorder point · 3 daysHits reorder pointPO lands
Would run short Saturday. PO raised Monday, lands Friday.
Awaiting approval2 open
Raise PO · 180 cases · cover to next Sunday
Based on floor count 17, not ERP count 18.
ApproveEdit
Think, grounded in See. A person signs off where you want one.
04 · Act · Directed work

Tells every driver and porter what to move next.

Forklift 3 · Next tasklive
Move pallet P-2231 from 12-04-B to pick face 03. Needed in 20 min.
AcceptCan't

Eight products. One loop.

Hardware and software, all feeding one live model of the operation. Start with one; the rest plug in.

See
Turn the floor into ground truth.

Beacon

See · Dock · Truck · Store

The camera wherever goods change hands: a tower beside the dock, a unit inside the truck, a mount in the dark store. It identifies every case as it passes and a tablet shows the count. Assembled in the region, paid per point.

A Manara Beacon tower with its tablet reading 36 of 36, as a porter carries two cases past it
Dock 02live
36 / 36 matched
Next: 24 cases

Atlas

See · The live model

A live model of every facility: what is where, in what state, moving where. Stitched from Beacon, Tag and Scout, kept in step with your ERP. Everything else plugs into it.

Facility A · Livesynced with ERP
Docks active
6 / 20
Trucks today
148
Open mismatches
3
LocationSKUERPFloor
12-03-AChips 12 × 45 g2424
12-04-BJuice 6 × 1 L1817

Tag

See · Identity

Labels, barcodes and RFID on every box, case and pallet, printed where the goods are packed, plus the handheld scanners that read them.

Dates · 5 kg Lot 1018 · 0187
Case, lot and date in one scan. Read by Beacon, the handheld and the customer's dock.

Scout

See · Coverage

Cameras, sensors and drones that count the racks while the shift runs. Discrepancies surface by location, before the stock count.

Aisle 12 · 84%drone
Think
Decide on what is actually there.

Compass

Think · Planning

Replenishment, slotting, load plans and dock schedules, computed from Atlas rather than the ERP's best guess. We build the solvers where our data wins and partner where it doesn't.

Load plan · Truck 2 · 14:00planned
Stop 4 · last inStore 12 · 48 cs
Stop 3Store 41 · 96 cs
Stop 2Store 07 · 120 cs
Stop 1 · first outStore 23 · 148 cs
Heavy cases low, last stop loaded first
Sent to 4 porters via Signal

Helm

Think · The planner's desk

The operations manager's copilot. Ask what will run short, what a late truck does to the morning, what to do about dark store 41, and get an answer grounded in the live model, with the action one tap away.

Truck 2 is 40 minutes late. What does that do to the 14:00 wave?
Store 23 misses its 16:00 cut-off by 25 min. Two options: swap Truck 2 and Truck 5 at Dock 07 (no stores late), or hold Store 23 to the 18:00 run. Floor count says both are feasible.
Swap trucks 2 and 5Hold Store 23
Act
Something physical moves differently.

Signal

Act · People

Tells porters, drivers and checkers what to move next, on the phones they already carry. Every worker on the floor performs like the best one.

Ahmed · Forklift 3next
Move P-2231 · 12-04-B → pick face 03 · needed in 20 min
AcceptCan't
P-2208 · pick face 01 · done 14:32

Motion

Act · Machines · Next

Robots, automated storage and autonomous movement inside the facility, one task at a time, where the economics say they should. Built on the same model, after people are directed first.

Light first. Then motion.2027

Built for the region's physical economy.

Factories, warehouses, distribution centers, dark stores and trucks. Pick a sector to see what Manara owns there.

01 / 04 · Grocery & quick commerce

From the DC dock to the dark store, every case accounted for.

Tens of docks, three shifts, a hundred-plus trucks a day and dozens of dark stores ordering single units. Beacon counts every case out of the DC and into the store; Compass builds the load plan; Signal tells the porters the order. Discrepancies are settled on facts.

Dock verificationDark-store receivingSupplier reconciliationLoad plansCase-minimum enforcement
Moves differentlyTrucks released without a recount. The morning recount shift goes away. Supplier claims closed with evidence.
Grocery & quick commerce

Owns the dock and the dark store, end to end.

DC → Dark store 41live
Truck verified at dock · 412 cases
Received at store · 410 cases
2 cases short · supplier notified
Discrepancy closed on facts, not phone calls.
The measure of better

Measured on the floor. Not in a slide deck.

Start with one dock, one product family and one metric. Expand when the first one works.

01 / AccuracyEvery case accounted for.Track discrepancies between what was ordered, loaded and received.
02 / TimeMore movement. Less waiting.Measure minutes per truck, recounts and time spent resolving exceptions.
03 / ProductivityThe right move, next.Measure stock accuracy and pallets moved per hour, against your starting baseline.
Hardware, software and people. One accountable partner.Start with your floor ↗

How we work.

Read the manifesto
  1. 01We live on the floor.
  2. 02We retrofit; we don't rip and replace.
  3. 03We sell outcomes, not licenses.
  4. 04We bring the whole stack.
  5. 05We build in the region, for the region.
  6. 06We start narrow.
  7. 07We measure in physical units.

Light first. Then motion.

Run a warehouse, DC, dark-store network, factory or fleet in the region? Tell us about your floor and we'll come walk it with you.

Got it. We'll reply from hello@manara.vision.

Or write to us hello@manara.vision Egypt · Saudi Arabia · UAE
Build it with us →
Phone
We come to you. No slide deck.