Intereras

AI Warehouse Management

A warehouse that sees, counts, and self-corrects

AI-native WMS that reconciles every inbound pallet by camera, slots stock where demand wants it, and catches the wrong item at pack — not at the customer. On-prem, API-only, and priced for SMEs.

A warehouse worker unable to find stock on an old terminal

Why the warehouse keeps bleeding margin

Most SME warehouses don't have a software problem — they have a visibility problem that compounds every shift.

Manual counts, wrong bins

Receiving is keyed by hand and put-away lands in the nearest open slot, not the right one. Within weeks the system says one thing and the shelf says another — so safety stock balloons and pickers chase ghosts.

Slow pick/pack, no live visibility

Pickers backtrack the same aisles because routes are fixed, not optimized, and no one sees order status until it's late. Mis-ships surface as a customer complaint and a return label, days after the cost was locked in.

Guesswork labor and returns chaos

Shifts are staffed off last week's gut feel, so you over-pay on slow days and miss SLAs on peaks. Returns sit unbooked because no one has time — and enterprise WMS suites that fix this cost more than the margin they'd save.

The BytePlus stack that powers it

Vision, optimization, and anomaly detection — the same models proven inside ByteDance logistics, deployed on-prem behind your firewall.

Vision QCReads cartons, labels, and counts at the dock and reconciles them against the PO in seconds — no scan gun per unit.
Demand-driven slottingRe-ranks bin assignments from live order velocity so fast movers sit closest to pack and walk distance drops.
Pick-path optimizationSequences each pick wave into the shortest viable route across zones, not aisle-by-aisle order entry.
Anomaly detectionFlags count drift, mis-picks, and unbooked returns the moment they diverge — before they ship or vanish.
Labor forecastingPredicts pick-hours per shift from inbound and order forecasts so you staff to the wave, not to a hunch.
On-prem / API / permissionedRuns inside your perimeter, connects to your WMS by API, and gates view/edit/delete by role.

How it works

We wrap your existing WMS — no rip-and-replace, no new floor system to learn.

Auto-reconcile inbound

Dock cameras identify what arrived, count it, and match it to the PO. Discrepancies are flagged before put-away, so the system and the shelf agree from the first touch.

Optimize slotting & pick paths

Live order velocity re-slots fast movers near pack and sequences each wave into the shortest route — pickers walk less and pack more, with no map memorized.

Predict labor per shift

Inbound and order forecasts convert into pick-hours by zone, so supervisors staff each shift to real demand instead of last week's average.

Flag mis-picks before they ship

A vision check at pack confirms the right item, quantity, and destination. Wrong picks stop at the bench — caught here cost cents, caught by the customer cost a return.

On-prem, API, permissioned

Everything runs behind your firewall, connects to your native WMS by API, and enforces view/edit/delete per role — nothing native is migrated or replaced.

What changes after

Not a faster scan gun — a warehouse that keeps its own books straight.

+0%

Lines picked per hour

-0%

Mis-pick rate

0.0%

Inventory accuracy

How we roll it out

Five staged steps, live in weeks — risk contained to one zone before you scale.

01

Assess

Map flows, bins, and your real count accuracy — and find the lanes losing the most margin.

02

Connect

Link your WMS/ERP and dock cameras by API, on-prem. Native systems untouched.

03

Clean

Reconcile master data and bin locations so the AI starts from a truthful map.

04

Pilot

Run one zone or SKU class live and prove accuracy and throughput on real orders.

05

Scale

Roll out across the warehouse with roles, permissions, and labor forecasting on.

The ROI case

Fewer mis-ships, leaner labor, and stock you can finally trust on the screen.

< 0 mo

To payback

0.0×

Return on spend

-0%

Labor cost per order

Proven inside ByteDance logistics at scale before it ever shipped to you — and the compliance and security are handled by the service we deliver on BytePlus infrastructure.

The service we deliver runs on BytePlus infrastructure, certified to:

  • ISO 9001
  • ISO 20000
  • ISO 22301
  • ISO 27001
  • ISO 27017
  • ISO 27018
  • ISO 27701
  • MTCS Level 3
  • CSA STAR
  • SOC 1
  • SOC 2
  • SOC 3
  • PCI DSS

Ready to see your warehouse run itself?

Keep your WMS. Add the layer that makes every count true and every pick right.