For 3PLs
Your clients need proof. Your WMS can't provide it.
Rabot gives you the evidence to win disputes, retain accounts, and differentiate on quality across every WMS, every client, every station.
Book a DemoYou manage fulfillment for dozens of brands. You can't prove what happened to any of them.
Every brand client has different SOPs, different packaging requirements, different insert rules. Your WMS tracks the digital plan: what should have been picked and packed. But when a client disputes an order, the WMS can only say "packed."
You need physical proof: video of what went in the box, verification that the SOP was followed, evidence that the right inserts were included. Without it, you investigate for hours, pay claims you shouldn't, and hope the client doesn't move their account.
The 3PLs winning RFPs in 2026 aren't the cheapest. They're the ones that can show clients exactly how every order was fulfilled.
$61.5K/mo
That's the dispute exposure for a 3PL shipping 5,000 orders/day at $0.50 average dispute cost.
$2,050/day
in unresolved liability every day without proof.
Built for multi-client, multi-WMS operations.
Prove quality to every client
Order-linked video for every order, searchable by order ID in seconds. When a client disputes an order, you pull up the video. Case closed. Manifest.eco eliminated 90% of dispute liability in 15 days.
Verify SOP compliance per client, per order
Every client's packaging rules, insert requirements, and brand standards, verified at the station. Highline Commerce deployed digital SOPs for hundreds of brands across their operation.
Give clients a window into their fulfillment
The Client Portal lets brands see the physical quality of their orders: video, compliance metrics, and performance data, without calling the warehouse. Trust built on transparency, not promises.
Catch errors scan-verify misses
Barcode scans confirm the scan happened. They don't confirm the right item is in the box. Rabot's AI validates items, quantities, inserts, and packaging visually, in real time. Staci Americas cut QA costs 60% with scan-verify already running.
Onboard seasonal workers in days, not weeks
Peak season means temp workers who've never packed your client's orders. Rabot Pulse delivers step-by-step visual work instructions, client-specific and order-specific, from the first box. New hires follow the same process as veterans from day one.
Identify bottlenecks across every station
Per-station, per-operator analytics reveal where time is lost, where errors cluster, and where capacity is underutilized. DaVinci reduced processing time 30% across 6 locations.
Real results from real 3PL operations.
Staci Americas
60% QA cost reduction
Across 19 stations, even with scan-verify in place. 33% productivity increase. 100% order visibility.
"Rabot helps us differentiate ourselves when we're dealing with our clients."
— Johanna Pudda, CEO
Manifest.eco
90% of dispute liability eliminated in 15 days
Doubled order volume while cutting labor costs 36% year-over-year.
Read the full storyHighline Commerce
Investigation time: hours to 5 minutes
Digital SOPs for hundreds of brands. Client growth driven by referrals.
"We're able to monitor every order being packed and easily swap packers to handle any client order."
— Richard Hurley, CEO
Brilliant Fulfillment
5X ROI in 2 months
5X ROI in 2 months. Dispute recovery paid for the platform before the first invoice.
Read the full storyOne platform. Every WMS. Every client.
Most 3PLs run multiple WMS platforms across their client base. Rabot integrates with 44+ WMS platforms and normalizes orders into a single view.
It doesn't matter which WMS a client uses. Every station gets the same AI verification, the same video evidence, the same analytics, regardless of the system behind it.
Zero WMS modifications required.
Rabot syncs orders from your WMS without API changes.
The math is simple.
What Rabot Costs
$99 - $249
per station / month
Payback
Weeks
not months
The Quick Math
A 3PL shipping 5,000 orders/day at $0.50 average dispute cost carries $2,050/day in exposure. Rabot eliminates 90%, saving ~$2,250/day, or ~$67K/month. At $3,000 - $5,000/station/year, payback is measured in weeks.
Beyond Disputes
QA costs
Staci Americas cut QA and support costs 60%, replacing manual sampling with full AI verification.
Productivity
Staci saw 33% productivity increase across 19 stations by identifying process inefficiencies.
Client retention
The 3PLs using Rabot report referral-driven new business. Proof of quality becomes a sales tool.
Related Reading
Automating quality assurance in the packout process
How AI-driven QA scales across multi-client operations.
Creating the "Happy Path" in DTC fulfillment
Designing the flow that keeps brands and customers happy.
The need for AI and machine learning in supply chain
Why warehouse operations are the next AI frontier.
See your first week of station data.
Install in one day. Works with your existing WMS. No modifications. See proof, prevention, and performance data from day one.