Prevention
Stop errors before they ship.
Catch mistakes in the moment, not after the box leaves. Real-time validation at every station, for every order.
Scan-verify says "packed." But did the right items actually go in the box?
Your WMS confirms the barcode was scanned. It doesn't confirm the right item was in the box. It doesn't check quantities. It doesn't verify inserts. It doesn't confirm the packaging matches the client's SOP.
Every shift, errors slip past scan verification and ship to customers. You find out days later, when the complaint arrives, the dispute is filed, or the client calls asking what happened.
By then, the error has already cost you: the return, the reship, the investigation time, and the client trust you can't measure.
The gap
Staci Americas had scan-verify in place.
Rabot still drove a 60% QA cost reduction. Scans verify barcodes. Rabot verifies reality.
AI that sees what goes in the box and stops mistakes before they ship.
Real-time AI validation
AI trained on 113 million items verifies correct SKUs, quantities, inserts, dunnage, and packaging, for every order, at every station, in real time.
Andon alerts when a station needs attention
Physical and digital alerts fire when the AI detects an error. Supervisors know exactly which station needs help, without walking the floor.
Active mode: intervene before the box is sealed
In active mode, Rabot can block the packing process when an error is detected. The order doesn't advance until the issue is resolved. Passive mode observes and baselines first.
SOP compliance verification per client, per order
Every client has different requirements: inserts, dunnage, packaging, branded materials. Rabot verifies compliance against digital SOPs for hundreds of brands, per order, without relying on operator memory.
Customer story
Staci Americas achieved 60% QA cost reduction. Their scan-verify system was already running.
Staci Americas already had scan verification running at every station. After implementing Rabot's Digital QA, every order was recorded and analyzed by AI — giving operations full visibility into what was packed, how it was packed, and where processes broke down.
Scan-verify confirmed barcodes. Rabot confirmed reality. QA costs dropped 60%.
60%
QA & support cost reduction
33%
Productivity increase
100%
Order visibility
"After installing Rabot, we were able to say 'look at how much time we're wasting on every order.' Rabot enabled us to give those areas attention and make the packout workflow easier."
Drake Meyer
VP Operations, DaVinci Micro Fulfillment
Errors caught. Operations transformed.
DaVinci
Dropped from 7.5% to 2%
Exception rate
DaVinci
30% decrease
Average processing time
Highline Commerce
SOPs for 100s of brands
Digital SOPs deployed
Related Reading
Should you split packing and QA on your line?
When to integrate QA into the pack step vs. a separate gate.
Top 3 best practices for e-commerce warehouse quality control
Fundamentals that prevent errors before they reach the customer.
Digital gemba for packout
How vision AI transforms pack station quality and speed.
See your first week of station data.
Install in one day. No WMS changes required. Start in passive mode to baseline your operation. Activate prevention when you're ready.