Warehousing
Faster dock-to-stock. Fewer inventory surprises. More orders shipped with the same team.
Your supervisors should not be spending half the day chasing receiving paperwork, reconciling inventory variances, answering order-status emails, or rebuilding warehouse reports by hand.
MVP.dev builds AI automation systems for warehouses, 3PLs, distributors, and fulfillment teams that plug into the tools you already use, including Manhattan, Blue Yonder, Körber, Infor WMS, Oracle WMS Cloud, SAP EWM, NetSuite WMS, Fishbowl, ShipHero, Extensiv, RF-SMART, ShipStation, ProShip, EasyPost, SPS Commerce, and Zebra.
We help warehouses reduce receiving delays, clean up inventory exceptions, cut customer status work, catch freight overcharges, and give managers cleaner visibility before the day gets away from them.
Production-ready in 3 to 4 weeks.
Get a Workflow Fit Assessment See the Warehousing Automation DemosBuilt for warehouses that are busy, but still buried in manual follow-up
This is for warehouses, 3PL operators, distributors, e-commerce fulfillment teams, light manufacturing warehouses, and multi-site operators that have volume but not enough clean capacity.
You are likely a strong fit if:
- Receiving still depends on manual matching across POs, ASNs, BOLs, packing slips, and emails
- Inventory variances sit in spreadsheets until someone has time to investigate
- Customer service keeps asking the floor for order status, shipment status, or exception updates
- Freight bills, accessorials, chargebacks, and vendor invoices are reviewed too late or not at all
- Managers rebuild labor, backlog, aging, and fill-rate reports outside the WMS
- You want workflow improvement inside your current warehouse stack, not a disruptive software migration
If your warehouse is growing but every added order creates more manual checking, more emails, and more supervisor interruptions, there is almost certainly margin trapped inside the workflow.
The fastest wins we usually find
Receiving document capture and exception review
Dock-to-stock slows down when every PO, ASN, packing slip, BOL, and invoice needs manual checking.
We build receiving workflows that read inbound documents, match them against purchase orders and ASNs, flag quantity or SKU mismatches, and route exceptions to the right person before inventory gets stuck in limbo.
The goal is simple:
- Clean receipts move faster
- Mismatches are caught early
- Receiving notes stay tied to the shipment
- Nothing posts quietly when confidence is low
For many warehouses, this can recover 8 to 15 receiving admin hours per week and reduce dock-to-stock delays by 20 to 30 percent on routine inbound shipments.
See the Document Intake Demo →Inventory variance and exception visibility
Inventory problems are expensive when they are found after the pick, after the promise date, or after the customer calls.
We build exception dashboards that pull from your WMS, ERP, shipping tools, and cycle count data so managers can see aging discrepancies, short picks, over-picks, stockouts, and location issues in one place.
Each view can show:
- What changed overnight
- Which SKUs need attention
- Which orders are at risk
- Which locations keep causing exceptions
- What action should happen next
The goal is not another dashboard. The goal is fewer surprise expedites, fewer customer apologies, and faster supervisor decisions during the shift.
See the Ops Dashboard Demo →Customer order-status and support triage
Every where-is-my-order email pulls time from customer service, supervisors, and the floor.
We build support workflows that answer order-status questions from approved data, classify tickets, draft replies, cite the source, and escalate issues like missed ship dates, damaged goods, shortages, or address problems to a human.
Your team gets a faster first pass:
- Order status pulled from trusted systems
- Drafted replies for common customer questions
- Exceptions routed by urgency
- Source links so staff can verify before sending
Warehouses with steady customer inquiry volume often reduce routine status work by 20 to 30 percent while improving response time from hours to minutes.
See the Support Agent Demo →Freight, carrier, and vendor invoice review
Small freight errors, accessorials, duplicate charges, and vendor mismatches quietly drain margin.
We build invoice review workflows that compare carrier bills, rate cards, POs, contracts, delivery records, detention charges, and prior history before payment approval.
Your team gets a clear answer:
- Does this charge match the contract?
- Is the accessorial supported?
- Is this a duplicate or unusual amount?
- Should this be approved, disputed, or escalated?
For warehouses with meaningful freight or vendor volume, even a conservative review process can catch $2,500 to $10,000 per month in avoidable charges, depending on shipment count and carrier mix.
See the Invoice Review Demo →Your current tools stay in place
We build the workflow layer around your existing warehouse, shipping, ERP, and customer systems.
Supported and common systems include:
Your WMS stays where it is. Your scanners, labels, shipping tools, EDI connections, and ERP stay in place. Your team keeps using the systems they already know.
We add the workflow layer that reads, routes, reviews, summarizes, alerts, and writes back only where appropriate.
Three focused offers
Dock-to-Stock Acceleration System
For warehouses losing time between arrival, receiving, exception review, and putaway.
Includes
- Receiving workflow mapping
- Inbound document intake
- PO, ASN, BOL, and packing slip matching
- Quantity and SKU exception queues
- Receiving status dashboards
- Supervisor alerts
- Workflow handoff documentation
Best for
- High-volume receiving teams
- 3PL warehouses
- Distributors
- Multi-site warehouse operators
Inventory Exception Control System
For teams dealing with cycle count issues, short picks, stockouts, and fragmented inventory visibility.
Includes
- WMS and ERP data review
- Variance detection rules
- Short-pick and aging exception queues
- Cycle count prioritization
- Location-level issue tracking
- Manager dashboards
- Daily action summaries
Best for
- Warehouses with frequent inventory adjustments
- E-commerce fulfillment teams
- Multi-location distributors
- Operations teams with daily exception meetings
Customer Status and Freight Review System
For warehouses spending too much time on customer updates, shipment questions, carrier charges, and invoice disputes.
Includes
- Order-status answer workflows
- Ticket classification
- Drafted customer replies
- Human escalation routing
- Carrier invoice review
- Accessorial and duplicate charge checks
- Approval and dispute summaries
Best for
- 3PL customer service teams
- Distribution customer support teams
- Warehouses with carrier disputes
- Operators with margin leakage in freight and accessorials
Start with one workflow. Prove the ROI. Expand from there.
You do not need a full systems overhaul to get value.
The safest path is to pick one painful workflow, improve it, measure the results, and then expand once the system proves itself.
Most warehouses start with one of these:
- Receiving document intake and exception review
- Inventory variance dashboards
- Order-status support triage
- Freight and carrier invoice review
- Cycle count prioritization
- Daily supervisor reporting
This keeps the first project focused, measurable, and easier to approve.
Typical engagement range
Most warehouse workflow builds start with a focused pilot.
Starter Workflow Pilot
Best for one high-value workflow
$7,500 to $15,000
Warehouse Workflow Buildout
Best for multiple workflows or multi-site operations
$15,000 to $40,000
Ongoing Optimization and Support
Best for teams that want continuous improvement, reporting, new workflows, and support
$1,500 to $7,500 per month
Final pricing depends on workflow count, system access, document volume, data complexity, exception rules, approval paths, and whether the workflow writes back into production systems.
The first step is not a giant commitment. It is a workflow fit assessment that identifies the fastest path to measurable ROI.
What waiting costs
Manual warehouse workflows do not just waste time. They quietly cap throughput and margin.
Every month you delay:
- Receiving clerks re-key the same data from documents and emails
- Supervisors chase exceptions instead of managing the floor
- Customer service interrupts operations for order updates
- Inventory issues are found after they affect shipments
- Freight overcharges and accessorial errors slip through
- Growth requires more headcount instead of better throughput
If your warehouse is already stretched, workflow improvement is not a side project. It is how you create capacity without simply adding more people to the floor or office.
How the engagement works
Week 1: Find the highest-value leak
We review your receiving process, inventory exception flow, customer order-status workflow, freight review process, reporting cadence, or supervisor handoff process.
You get:
- Workflow map
- Opportunity ranking
- KPI targets
- Fixed-scope recommendation
- Implementation plan
We define success before building anything.
Week 2: Build against your real workflow
We connect to the systems, documents, exports, WMS data, shipping records, carrier invoices, customer tickets, or reporting data needed for the selected workflow.
We build around your actual warehouse process, not a generic operations template.
Week 3: Test, tune, and review
We run real historical examples through the workflow in staging. For receiving or freight workflows, this can include recent POs, ASNs, BOLs, packing slips, carrier bills, and known exception cases.
You see:
- Accuracy results
- Exceptions
- Failure cases
- Confidence thresholds
- Review queue behavior
- Estimated time or cost savings
Nothing goes live until the workflow is validated.
Week 4: Deploy, monitor, and support
We deploy the workflow, train the relevant users, monitor initial results, and support the first production cycle.
You get:
- Production workflow
- Dashboard or review queue
- Documentation
- Admin handoff
- 30 days of support
- Recommendations for the next workflow
Most builds are designed to pay back in 6 to 8 weeks of live use, depending on volume, labor cost, exception rate, and how much supervisor or admin time is recovered.
Built for operational systems that cannot go sideways
Warehouse workflows touch customer data, order records, carrier information, EDI documents, pricing, and production systems. They need controls.
Our systems are designed around:
- Least-privilege access
- Encrypted data in transit and at rest
- Role-based access by site, customer, and function
- Human review thresholds for write-back actions
- Audit logs for system-assisted decisions
- Source-grounded answers for customer and staff responses
- Client-owned cloud deployment when required
- EDI, SOC 2, PCI, and customer confidentiality requirements where applicable
For warehouses with customer data agreements, retailer compliance requirements, EDI controls, SOC reviews, or payment-data concerns, we design the implementation around your security requirements from the start.
Example outcomes
| Workflow | Before | After |
|---|---|---|
| Receiving | POs, ASNs, BOLs, and packing slips checked by hand | Clean receipts matched automatically, exceptions queued for review |
| Inventory exceptions | Variances buried in WMS reports and spreadsheets | Aging issues, short picks, and stock risks surfaced daily |
| Customer order status | Support asks the floor for shipment updates | Drafted replies with source links and escalation rules |
| Freight invoice review | Carrier bills approved with spot checks | Contract, rate, duplicate, and accessorial issues flagged before payment |
| Supervisor reporting | Manual exports for backlog, labor, aging, and fill-rate updates | Live dashboard with a daily action summary |
Why MVP.dev
MVP.dev builds AI business operating systems, internal tools, and workflow layers for companies that need real operational outcomes, not experiments.
You get:
- 25 years of software architecture and delivery experience
- AI automation strategy and implementation under one roof
- Practical systems built around existing workflows
- Human-in-the-loop design where accuracy matters
- Clear KPIs before development starts
- Production-minded delivery, not prototype theater
The goal is not to impress your warehouse team with AI.
The goal is to give them time back, reduce operational drag, protect margin, and help the operation ship more with the people and systems it already has.
Building the operating playbook too?
Our partners at osforyour.business/warehousing cover the org-design, process, and people side of running a modern warehouse operation. We handle the execution layer that makes it run, so the system they help you design actually delivers the hours back.
Frequently Asked Questions
How much time or money can this save?
It depends on volume and exception rate, but receiving, inventory review, customer status, and freight audit usually contain the fastest savings. A mid-sized warehouse can often recover 8 to 15 admin hours per week from receiving and status workflows alone. Customer status work can often drop 20 to 30 percent. Freight and accessorial review can catch $2,500 to $10,000 per month in avoidable charges when shipment volume is high enough. During Week 1, we define the target KPIs before the build starts.
Will this replace our WMS?
No. The goal is to improve the workflow around your current stack, not force a migration. Your WMS, ERP, scanners, shipping tools, EDI connections, and customer systems stay in place. The workflow layer reads, routes, summarizes, alerts, and writes back only where appropriate and approved.
Can this work with messy warehouse data?
Usually, yes, as long as the source systems contain enough reliable history to work from. Warehouse data is rarely perfect. We design around that by using confidence thresholds, exception queues, validation rules, and human review for low-confidence cases.
Can this support multiple warehouses or customers?
Yes. Workflows can be separated by site, customer, brand, entity, or operating team. A 3PL can keep customer data separated while giving managers a unified view of exceptions, backlog, and status.
Will staff have to learn a new system?
Not much. We design the workflow to fit around the systems and habits your team already uses. In many cases, users interact with a review queue, dashboard, Slack or Teams alert, email draft, or simple approval screen instead of learning a full new platform.
Is the system allowed to change inventory or orders on its own?
Only if you approve that design. For sensitive workflows, the system can prepare recommendations, flag exceptions, draft updates, or stage changes for review. Write-backs to the WMS, ERP, or shipping systems can be gated by confidence thresholds and human approval.
What is the first step?
Start with a workflow fit assessment. We identify the workflow with the highest ROI potential, estimate the time or margin impact, and recommend a focused pilot. You will know what should be built, why it matters, what it should cost, and how success will be measured before committing to a full implementation.
Get the hours and margin back
If your warehouse is still relying on manual receiving checks, spreadsheet exception lists, floor interruptions, status emails, or spot-checked freight bills, there is likely a faster way to run the operation.
MVP.dev can help you identify the highest-value workflow, build the workflow layer, and deploy it inside your current warehouse stack.
Get a Workflow Fit Assessment See the Warehousing Automation Demos