01 / Order Intake
Manual order entry is killing your speed
Orders come in over email, EDI, portals, and PDFs. Your team copies and pastes into the WMS. Errors hit 3 to 5%, and each error costs $50 to $100 to fix downstream.
3 to 5% error rate
Debales drops AI agents into your Manhattan, Blue Yonder, or Extensiv setup. They process orders in seconds, reconcile inventory across channels, handle returns, and answer client WISMO emails. Same WMS. Same headcount. Twice the throughput.
Every mid-market 3PL hits the same four walls. They are quiet margin killers, and they all map to a Debales agent that handles the work for you.
Orders come in over email, EDI, portals, and PDFs. Your team copies and pastes into the WMS. Errors hit 3 to 5%, and each error costs $50 to $100 to fix downstream.
Phantom inventory triggers oversells. Counts drift between your WMS, Shopify, and marketplaces. Clients dispute every monthly invoice. Cycle counts cost a full shift each time.
About 16% of e-commerce orders come back. Q4 hits 25%. RMAs take 5 to 10 days by hand. Restocking lags. Refunds get disputed. Every return is a fresh fire to fight.
WISMO emails. Inventory pings. Account changes. Your CSR team spends 3+ hours a day on tickets that have a clear answer sitting in the WMS.
You do not need a new WMS. You do not need new staff. You do not need a six month rollout. We plug into your stack, learn your SKUs and clients, and start working inside two weeks.
We plug into Manhattan, Blue Yonder, Extensiv, SnapFulfil, or whatever you run. EDI, API, or both. No new WMS, no consultant army.
The AI learns your SKUs, your client SLAs, your billing rules, and your fulfillment workflows. Every client looks different, so does your AI.
Your warehouse handles 2x the orders with the same headcount. Pick accuracy hits 99.5%+. New clients onboard in days, not months.
Most 3PLs start where the bleeding is worst. Sales teams want faster client onboarding. Support teams want fewer WISMO emails. Ops teams want orders that flow without errors. Pick one. Win there. Then expand.
A mid-market 3PL processing 18,000 to 25,000 orders a month plugged Debales into their existing WMS. The first two weeks focused on order intake and inventory sync, the highest leverage place to start. Inside 90 days, they hit measurable wins on order accuracy, processing time, returns turnaround, and CSR load.
"We were not replacing pickers. We were giving every CSR an extra five hours a day and every client a flawless order experience. Onboarding new accounts went from a quarter to a couple of weeks."
Each agent is purpose-built for 3PL workflows. They share context with each other, so an order intake upstream becomes a clean WMS write, an inventory update, and a client confirmation downstream, all in seconds.
Reads orders from email, EDI 940, client portals, and PDF attachments. Validates against the WMS, catches errors upfront, and pushes clean data straight in.
Reconciles stock across your WMS, Shopify, Amazon, and EDI partners every minute. Flags drift before it turns into oversells or client disputes.
Handles RMAs end to end: validates the return, generates the label, updates inventory on receipt, and triggers refunds. Your team only touches exceptions.
Answers "Where Is My Order" emails for your clients and their end customers, grounded in live WMS and carrier data. Resolves 70% of tickets without a human.
Tracks storage fees, handling, special services, and per-client surcharges automatically. Generates invoices that clients actually pay on time.
Sits next to your warehouse managers and CSR leads on exceptions. Surfaces history, suggests responses, and hands off cleanly when judgement is needed.
Here is what changes when AI agents handle the high-volume work in your warehouse.
Native connectors for the WMS, ERP, and shipping platforms 3PLs actually run. Custom or legacy WMS? We bridge through standard middleware.
"We were turning down clients because we could not onboard fast enough. Now we onboard new accounts in days, and our pick accuracy hit 99.6%. Same warehouse. Same team."
Top reads for 3PL founders, ops directors, and CSR leads. No fluff, just what works on the floor.
If your question is not here, the chat agent in the corner can answer it in seconds. Same knowledge base.
Debales drops AI agents on top of your WMS. They take in orders from email, EDI, and client portals, validate them, push them to the WMS, reconcile inventory across sales channels, process returns end to end, and answer WISMO inquiries from your clients and their end customers.
In production, the agents handle around 70% of inbound order and service traffic on their own and shrink order entry errors from 3 to 5% down to under 0.5%.
Most mid-market 3PLs running 5,000 to 50,000 orders a month are live in 2 to 4 weeks. We start with order intake automation, which usually pays for itself inside 30 days.
A full rollout across order intake, inventory sync, returns processing, and WISMO lands in about 90 days.
No. Pickers, packers, and floor leads do physical work AI cannot replace. What Debales handles is the office side: order entry, inventory reconciliation, returns paperwork, accessorial billing, and customer service emails.
Your floor team picks faster because orders flow cleanly to the WMS. Your CSRs spend their day on real client problems instead of WISMO replies. You scale without adding headcount.
Yes. We have native event-driven connectors to Manhattan Associates, Blue Yonder, Körber (HighJump), Extensiv (formerly 3PL Central), SnapFulfil, Logiwa, and NetSuite WMS.
On the e-commerce side we connect to Shopify, Amazon FBA, BigCommerce, and ShipStation. Legacy or custom WMS? We bridge through standard middleware like MuleSoft, Boomi, or Celigo. You do not need to replace your WMS.
A 3PL processing 20,000 orders a month typically saves $180,000 to $250,000 a year on order entry, returns, and CSR work alone. Pick accuracy moves from around 97% up past 99.5%, and onboarding for new clients drops from 8 to 12 weeks down to 2 to 4 weeks.
New revenue from faster client onboarding usually outpaces the labor savings. Most customers are net positive inside the first quarter.
Bring your WMS, a sample order file, and the part of your day that hurts the most. In 30 minutes you walk away with a working preview built around your SKUs, your clients, and your workflows. No slideware. No fake demos.