Clear the Backlog.
Keep Orders Moving.
See which orders are waiting and what is preventing shipment. AI OS connects order status, stock assignment and warehouse performance so you can resolve delays and keep customer commitments.
Where Should We Focus?
Some Orders Still Have No Dispatch Plan
Establish what each outstanding commitment needs before giving the customer a shipping date.
Open Sales Orders Analysis
Available Stock Cannot Cover Waiting Demand
Check incoming supply and affected orders to set allocation priorities. The shortage requires a supply decision before the backlog can move.
Items Waiting Assignment
Plan for Units as Well as Shipments
Compare the planned workload with available picking and packing capacity before confirming additional dispatch commitments.
Shipment Planning · selected dates, rounded units
Open Orders Need a Clear Next Step
A backlog total does not tell you what can leave today. Missing items, unscheduled orders and warehouse workload each need a different response.
Orders Without a Dispatch Plan
A customer asks when an order will ship, but no date has been assigned. Service has to chase operations before it can give a clear answer.
Items Left Behind
Most of an order ships, but a missing variant leaves it incomplete. The customer is still waiting even though the shipment count looks healthy.
Too Much Work on One Date
Several large orders share a dispatch date. Their unit volumes place more demand on picking and packing than the number of shipments suggests.
An Unclear Backlog
A shipment is marked complete while the linked order remains open. Teams spend time chasing finished work unless they can distinguish a genuine delay from a record needing correction.
The Questions Your Fulfillment Review Should Answer
Get clear answers on waiting orders, missing items and warehouse workload so you can set the next dispatch priority.
Which customers have been waiting longest?
Which orders still have no planned ship date?
Are the missing items available for assignment?
Can the warehouse handle the next planned shipment peak?
Where is picking, packing or shipping falling behind target?
Which open orders have already been shipped?
Introducing Order & Fulfillment Within AI OS
AI That Brings Fulfillment Priorities Into Focus
Spot the signal. Explore the evidence. Ask the next question.
Explore each capability
Start With the Orders Needing Attention
AI OS highlights aging orders and missing shipment dates. Open the affected records to see what remains outstanding and which customer commitment needs a plan.
Assign a dispatch plan to the affected customer commitments.
Find the Item Preventing Shipment
AI OS connects waiting quantities with available stock. Identify the product or variant behind an assignment gap instead of relying on the overall inventory balance.
Selected hat variant
The available quantity cannot cover the waiting demand. Review the affected orders and incoming supply before setting allocation priorities.
Ask What the Backlog Needs
Ask what prevents an order from moving forward, then explore the quantities, stock assignments and shipment dates behind it. Follow-up questions stay in the report context so you can assess the next operational step.
Make Informed Fulfillment Decisions
Set backlog priorities, coordinate stock allocation and plan warehouse work around the orders that need to leave.
Backlog Priorities
Compare open orders by age, value and planned shipment date. Establish which commitments need immediate follow-up and which need a clearer dispatch plan.
- Prioritize older orders with significant value outstanding.
- Set a plan for orders without shipment dates.
- Resolve open-order records linked to completed shipments.
Outstanding customer commitments. Keep unresolved orders from becoming an unmanaged backlog of missed promises and delayed sales completion.
OPEN ORDER PRIORITIES
Open Sales Orders Analysis · Selected Orders
Stock Assignment
Trace waiting orders to the variants they need. Coordinate allocation and replenishment using the available quantity and the customer commitments affected by the shortage.
- Identify which orders depend on the same scarce item.
- Confirm supply for variants that cannot be assigned.
- Give customer-facing teams a clearer basis for order updates.
Allocation of scarce stock. Make competing customer commitments explicit when there is not enough supply to fulfill every order.
STOCK COVERAGE FOR WAITING ORDERS
Items Waiting Assignment · Blackout Flag Stretch Fit Hat
Dispatch Planning
See planned shipments and unit volumes by date and channel. Anticipate busy days early enough to coordinate order release and warehouse capacity around the shipping commitment.
- Assess unit volumes alongside shipment counts.
- Identify dates carrying several large orders.
- Follow waiting and assigned work through to dispatch.
Capacity against commitments. Set achievable shipping promises before a peak in planned work overwhelms the warehouse.
PLANNED DISPATCH LOAD
Shipment Planning · Selected Dates, 2026 · Rounded Units
Warehouse Performance
Compare picking, packing and shipping output with hours and agreed goals. Use recurring gaps to decide where workload, process or team support needs to change.
- Compare performance within the same warehouse role.
- Distinguish a weak day from a persistent pattern.
- Consider task mix before changing targets or staffing.
Return on labor capacity. Decide whether additional labor is justified or whether an existing process is limiting throughput.
PICKING PERFORMANCE
| Picker | Units per Hour | Goal Attainment |
|---|---|---|
| Morgan P. | 36.3 | 120.4% |
| Alex M. | 32.0 | 100.0% |
| Sam R. | 24.3 | 70.8% |
| Casey L. | 20.7 | 58.3% |
Picker Performance · Selected Workers and Period
Partner Sales and Returns
Follow the supported retail partner’s sales through Returns and commission calculations. Reconcile the net result with location, style and transaction detail so partner activity is accounted for.
- Identify Returns reducing the value of partner sales.
- Check commissions against the agreed rate and tax basis.
- Resolve differences using the underlying partner records.
Partner reconciliation. Account for Returns, VAT and the agreed commission basis before assessing the amount due from partner sales.
PARTNER SALES AFTER RETURNS
| Location | Sales | Net After Returns |
|---|---|---|
| Oxford Street | £9,365.80 | £8,779.80 |
| Online | £10,742.10 | £8,635.15 |
John Lewis Consignment · Selected Period · GBP
Set Up, Connected and Maintained for You
We connect sales orders, shipments and warehouse activity so operations can follow an unfinished order through to the work required. We align fulfillment states and maintain the links as workflows and warehouses change. A traditional ERP is not required.
Order and Warehouse Review
- Review order and warehouse records alongside Shopify, QuickBooks, Xero and any ERP in use.
- Map sales orders, item assignments and shipments using their linked identifiers.
- Confirm how partial shipments, cancellations and outstanding quantities are recorded.
Fulfillment Data and Measures
- Connect order, shipment and warehouse activity in a shared data model.
- Align order states, aging, planned dates and completion rules with operations.
- Reconcile open quantities and warehouse measures with the source reports.
Rollout and Access Controls
- Set access for operations leaders, warehouse managers and customer-facing teams.
- Agree performance goals for picking, packing and shipping by role.
- Assign responsibility for order exceptions and changes to operational records.
Ongoing Support as You Grow
- Maintain connections as order and warehouse data formats change.
- Add agreed warehouses, channels and partner reporting workflows.
- Update status mappings and performance measures as fulfillment practices change.
Frequently Asked Questions
Answers on order backlogs, stock assignment, warehouse performance and how the records connect.
Does an open sales order always mean the goods have not shipped?
No. A linked shipment can be complete while the sales order remains open. Check the remaining items and completion records before treating it as a customer delay.
Can we distinguish a stock shortage from a warehouse delay?
Check assignment and availability for the affected items, then review the shipment plan and warehouse output. These views help establish what is preventing dispatch.
Can we track partially shipped orders separately?
Yes. The overview separates partial, unshipped and completed orders. Item and shipment detail shows the work still outstanding.
Which order and fulfillment KPIs can leadership track?
Review fully shipped, partially shipped, unshipped and canceled orders, open-order age, stock assignment and planned shipments. Picking, packing and shipping measures show how warehouse output compares with goals.
How should we compare picking, packing and shipping performance?
Use each role’s own goals and review output alongside hours, task mix and daily consistency. Shipment counts alone do not show the work involved in orders with many units or complex picking requirements.
What does the partner reporting view include?
The supported partner workflow includes sales, Returns and commission detail by location, style and transaction. We confirm the partner records and calculation rules during setup rather than assuming every partner uses the same process.
What does AI flag in the daily fulfillment review?
AI OS highlights aging orders, missing shipment dates and other unresolved commitments. Your team can start with the orders needing attention and inspect what remains outstanding.
Can AI help identify why an order cannot move forward?
It connects waiting quantities with item availability to expose assignment gaps. Review the affected variants and order records before deciding whether to allocate stock or follow up on supply.
Can I ask about warehouse performance while reviewing orders?
Yes. Ask about picking, packing or shipping results within the report, then follow up on hours, goals and task mix. This helps you investigate the stage affecting throughput.
How do we verify an AI finding about the backlog?
Review order age, remaining items, assignment status and planned dates. Check linked shipment records before choosing an operational action or a record correction.
Does AI OS reschedule or close orders automatically?
An AI finding does not itself change an order. Rescheduling, reassignment and closure follow your operational workflow and approval permissions.
Do we need to replace our order or warehouse system?
No. We connect the agreed order, shipment and warehouse activity records from your existing systems.
How are fulfillment statuses made consistent?
We map source statuses and completion rules with operations, then validate the links between orders, items and shipments.
Who maintains the reports and performance targets?
We maintain the connections and reporting logic. Your operational team confirms targets and changes to warehouse practices.
How long does it take to get started?
Plan for roughly a month, subject to system access, order-to-shipment links and the initial warehouse scope. We agree the sequence after reviewing the records and maintain the reporting model after rollout.
Can you include additional warehouses or channels later?
Yes. We extend the agreed connections and mappings as the operation expands. We validate new order statuses, identifiers and performance measures so the additional workflow remains comparable.
Keep the Next Customer Commitment
Bring open orders, stock assignment and warehouse activity into one view so your team can act on what is preventing dispatch.
Prefer email? business@rudderanalytics.com
