Hyper-efficient Warehouse Slot it, sequence it, staff it
AI for the warehouse SME manufacturers run themselves, on SAP Business One with Produmex WMS: 14 services in three stages, each answer shown where the warehouse work happens.
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- Basic 3
- Essential 9
- Professional 14
Three warehouses. Where the walking, the waiting and the overtime go.
Produmex WMS already runs receiving, put-away, picking, replenishment and cycle counting. Much of what an SME manufacturer’s own warehouse wants from “AI” is a rule. What is left is genuinely a model: where each item should live, what order to pick in, and how many people tomorrow needs. All three situations assume Produmex WMS is live and your people scan at the bin. Without that there is no data, and nothing to learn from.
Which one sounds like your plant?
Pickers walking kilometres
- Today
- Your fastest-moving items are wherever there happened to be space on the day they arrived. Slotting is a big lever in a manual warehouse, and it is rarely pulled.
- What changes
- A target bin for every item, and the relocation moves proposed for the supervisor to approve.
Carrier cut-offs you keep missing
- Today
- Pick lists go out in an order that does not get the truck loaded in time. Sequencing is a combinatorial problem that a fixed rule cannot solve.
- What changes
- Picks grouped and sequenced against carrier cut-offs, proposed to the supervisor, who takes it or changes it.
Overtime nobody saw coming
- Today
- You find out you needed four more pickers on the afternoon you needed them. Tomorrow’s order volume is predictable, so tomorrow’s labour requirement is too.
- What changes
- A forecast of the pickers and packers tomorrow needs, on the supervisor’s screen.
Basic, Essential, Professional. Each one contains the last.
Every higher stage includes everything below it, then adds more services and more authority. The difference is not how clever the model is. It is who decides.
Basic
AI assists, you decide
3 services. Language and extraction only: questions answered, scan exceptions clustered, inbound paperwork read; nothing is predicted and nothing is moved.
Essential
AI predicts, you decide
9 services. Adds Score & Predict and Recommend & Guard: pick time, labour, dock delay, count risk, slotting and cartons, shown where the supervisor decides.
Professional
AI acts, you approve
14 services. Adds five agents that propose pick sequences, relocation moves, replenishment, short-pick resolutions and count lists for the supervisor to approve.
| Capability set | Basic | Essential | Professional |
|---|---|---|---|
| Ask & Explain | 1 | 1 | 1 |
| Capture & Extract | 2 | 2 | 2 |
| Score & Predict | None | 4 | 4 |
| Recommend & Guard | None | 2 | 2 |
| Agents (draft and propose) | None | None | 5 |
| Services in the stage | 3 | 9 | 14 |
All 14 services. Not one of them a rule.
Each service produces a prediction, a draft or a proposal that a fixed rule could not, and each one has a named place where its answer lands. Choose a stage to see what it includes.
Hyper-efficient Warehouse Basic
AI assists, you decide · 3 services- Ask & Explain
B1: Ask your warehouse data
Plain-English questions over the scan data at bin, item and route level, never by person, such as “which aisle cost us the most walking last month, and for which customer?”, answered without anyone writing a query, and shown on the supervisor’s screen rather than in a chat window nobody revisits.
You decideLands in: Produmex WMS - Capture & Extract
B2: Scan-error and exception clustering
Every failed scan and short pick, grouped into the handful of causes that actually exist: a mislabelled bin, a batch that will not resolve, one location where the signal drops. The pattern is in the data; nobody has ever had time to look for it.
You decideLands in: Produmex WMS - Capture & Extract
B3: Inbound document extraction
The supplier’s packing list or delivery note arrives as a PDF, an email or a photograph from the driver. It is read and matched against the purchase order into a draft goods receipt PO, so receiving knows what is on the truck before it is opened. A person checks the draft.
You decideLands in: SAP Business OneProdumex WMS
Hyper-efficient Warehouse Essential
AI predicts, you decide · 6 services addedIncludes the 3 Basic services, and adds these 6.
- Score & Predict
E1: Pick-time prediction
How long these picks will really take. Not the standard minutes somebody guessed: the time your warehouse actually takes, learned from every scan you have recorded.
You decideLands in: Produmex WMS - Score & Predict
E2: Labour forecast
How many pickers and packers you will need tomorrow, using the real pick times from E1, so the overtime is seen coming.
You decideLands in: Produmex WMS - Score & Predict
E3: Dock-to-stock delay prediction
Which inbound receipts will jam the dock. Enough warning to move people to receiving before the trucks arrive, not after.
You decideLands in: SAP Business OneProdumex WMS - Score & Predict
E4: Inventory-accuracy risk per bin
Which book stock is most likely to be wrong, bin by bin. It feeds the count-priority agent (P5), which is shared with Smart Inventory.
You decideLands in: Produmex WMS - Recommend & Guard
E5: Slotting optimisation
Where every item should live, worked out on the actual travel distance of your actual aisles. A genuine optimisation problem that a fixed rule cannot solve.
You decideLands in: Produmex WMS - Recommend & Guard
E6: Cartonisation recommendation
Which carton, and how many, before the packer starts guessing. Fewer cartons, less void fill, and a freight bill that stops paying to ship air.
You decideLands in: Produmex WMS
Hyper-efficient Warehouse Professional
AI acts, you approve · 5 services addedIncludes the 9 Basic and Essential services, and adds these 5 agents. Every agent drafts or proposes; a person approves.
- Agents (draft and propose)
P1: Pick release and sequencing agent
Proposes which pick lists go out, in what order, against carrier cut-offs and the labour actually on the floor. The supervisor takes the proposal or changes it, and releases the picks.
You approveLands in: Produmex WMS - Agents (draft and propose)
P2: Slotting-move agent
Turns the slotting plan into reality in small doses. It proposes the bin-to-bin relocation moves in batches the floor can absorb alongside the day’s despatch, ordered by the travel they save, for the supervisor to approve. A warehouse cannot re-slot itself in one go, and no supervisor will let it try.
You approveLands in: Produmex WMS - Agents (draft and propose)
P3: Predictive replenishment agent
This agent sees that the picks about to be released will empty the bin before they finish, and drafts the replenishment ahead of them for the supervisor to approve.
You approveLands in: Produmex WMS - Agents (draft and propose)
P4: Short-pick exception agent
The picker scans and the stock is not there. The agent proposes the way out (another batch or bin, or a change to the sales order) for the supervisor to approve, and flags it to the salesperson who owns the customer before the customer telephones them.
You approveLands in: Produmex WMSSAP Business One - Agents (draft and propose)
P5: Count-priority agent
Proposes the cycle-count list from the items E4 says are most likely to be wrong. The supervisor approves the list. Shared with Smart Inventory: one agent, one stock-accuracy problem seen from two sides.
You approveLands in: SAP Business OneProdumex WMS
On the floor, not in a portal.
A warehouse floor does not work in a browser. The answers in this domain arrive where the warehouse work happens.
- Short-pick resolution
When the picker finds the bin empty, the service proposes another bin or batch; the supervisor approves the way out.
- Release order and predicted duration
The proposed sequence, and how long each pick list will really take, before the supervisor commits the shift to it.
- Slotting plan, labour forecast, what to count
The target bin for every item, the people tomorrow needs and the items most likely to be wrong, as proposals the supervisor approves.
- Drafts, never postings
Inbound paperwork becomes a draft goods receipt PO; a short pick is flagged to the owner of the sales order. People decide the rest.
The scans have to be real, and you have to be willing to move.
Two prerequisites, and the second one stops many warehouse AI projects.
A slotting plan nobody executes is a PDF in a drawer.
Slotting optimisation will tell you that your fastest-moving item is in the furthest aisle, and that moving a few dozen items will save your pickers a long walk every day. It is easy to agree with and hard to act on. Relocation is disruptive, it competes with today’s despatch, and there is never a good day for it. That is why the slotting-move agent proposes the moves in small doses, ordered by the travel they save. But the agent cannot want it more than you do. There is also a data trap: if your pickers scan the whole cart at the end of the round, you have order confirmations but no pick events, no timings and no travel, and the services that predict cannot run. Scans must happen at the bin, at the moment, or there is nothing to learn from.
Scans at the bin, at the moment
Not batched at the end of the round. This is the entire foundation of the domain, and it is a discipline question rather than a software one.
Bins that match the building
Bins that exist, capacities that are true, and a layout the model can compute travel across. Slotting cannot optimise a warehouse it has the wrong map of.
Order and carrier timestamps
When the order arrived, when it was picked, when it shipped, and what the cut-off was. Without cut-offs, pick sequencing has nothing to sequence against.
A warehouse manager willing to relocate stock
If the answer is no, we say so at the readiness gate and slotting optimisation stays off the list. A plan the floor will not carry out is not worth building.
Point this at the layout, never at the picker.
Pick-rate data is the easiest data in the business to misuse, and misusing it loses the floor. This constraint is designed in rather than promised.
The model measures the aisle, not the person
Every pick-time model in this domain works at the level of bin, item and route. No output ranks pickers, and we will not build one that does: the day the floor believes the scanner is a stopwatch, the scan data becomes worthless.
ADKAR®: Awareness · DesireAwareness · Desire
The supervisor keeps the floor
No agent releases picks on its own. It proposes a sequence, shows what it saves, and the supervisor decides. Produmex WMS remains the system of record and the shift remains theirs to run.
ADKAR®: Knowledge · AbilityKnowledge · Ability
The floor gets something back
Shorter walks, fewer empty-bin surprises, an alternative proposed on the spot instead of a trip back to the office. The system starts helping the picker, which is what earns a picker’s cooperation.
ADKAR®: ReinforcementReinforcement
Hyper-efficient Warehouse is one of six. It is where the others’ promises are kept.
Sales promised the date. Procurement bought the material. Production made it. The warehouse is the last place it can all still go wrong, and a place with data honest enough to show where it did. Scan timestamps make supplier lead-time prediction in Agentic Procurement honest, the count-priority service is shared with Smart Inventory, and every picker-hour and carton reaches Strategic Finance as margin.
- Domain 01Sales Intelligence Between the twoShort picks flagged to the salesperson
- Domain 02Agentic Procurement Between the twoScan timestamps behind honest lead times
- Domain 03Smart Inventory Between the twoThe shared count-priority agent
- Domain 04Intelligent Production Between the twoComponents kitted for the work order
- Domain 06Strategic Finance Between the twoPicker-hours and cartons, as margin
aiEnable stands on the other ViSA services. If the process has not been drawn, that is procEnact; if the Boyum Solutions are not deployed, toolDeploy; and if you do not yet know what the gap costs you, gapScan.
misBoost
A management layer for SAP Business One
235 boosters in ten domains. The packs build themselves from your SAP Business One data and arrive on their own, so nobody prepares or sends them. They can start on any SAP Business One plant from week one.
proBoost
BPAS Custom Libraries for SAP Business One
The second ViSA line alongside the seven services: pre-built libraries that configure straight into SAP Business One, one tuned to each set-up. You choose the boosters your plant needs.
- 313proBoostSAP Business One
- 409mfgBoostSAP Business One + Beas
- 409wmsBoostSAP Business One + Produmex
- 529scmBoostSAP Business One + Beas + Produmex
The readiness gate, on your scan history. Before anyone optimises anything.
You get to know which of the 14 services your scan data can support today, whether your scans happen at the bin, and whether the floor is ready to move stock before slotting is built.
In a BPAS gap review you get a short list of what is costing your plant dates and money today, and the order to fix it in.
Fix the process. Then feed the model.
Not ready to talk yet? See what’s real today.
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Webinar · Session 11 · For owners, CXOs and plant headsThird Thursday of every month
AI for SMEs: what’s real today
smartStep webinars · Session 11
The session on smartStep step 08, Predict, the step aiEnable delivers. It stands on its own, like every session in the series.
- Format
- 40 minutes: a 30-minute session and 10 minutes of live Q&A · free, online
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Newsletter · For your power users
For the internal champions and power users
One SAP Business One practice, one Boyum practice, a ten-minute quick win and stories from factories like yours, for the people who keep the system healthy.
- How often
- Third Wednesday of every month
- Format
- Practices you can apply in ten minutes
No ERP yet? Start with MEIS
For SME manufacturers putting in their first ERP, MEIS implements SAP Business One.
Live in weeks, not months.
Visit meis.in ↗ (opens in a new tab)- Still on spreadsheetsNo ERP yet
- MEIS implements SAP Business OneYour manufacturing ERP, live
- Add the Boyum Solutions
- Beas Manufacturing
- B1UP
- B1 Print & Delivery
- Produmex WMS
- Produmex Scan
- Perfion PIM
- Choose your ViSA servicesSeven services, from gapScan to aiEnable
ViSA implements, customises and supports the Boyum Solutions on top of your SAP Business One, with SAP Business One certified consultants doing the work.
aiEnable is one of seven. Here are the other six.
Each service is a complete engagement on its own, so you can choose the ones your plant needs. Taken in order, the seven cover a manufacturing operation from the maturity check to AI on your own plant data, and that is the route we advise.