Industrial Supply and MRO Distribution Planning
Industrial distributors sell bearings, belts, fasteners and safety supplies to plants that often need the part the same day. DemandLabs forecasts every item branch by branch, estimates the sales lost to stockouts and holds critical spares to their own service targets.
What Shapes Industrial Supply Planning
Industrial supply demand is set by what breaks on a customer's shop floor and when.
A Stopped Machine Cannot Wait
Much demand comes from unplanned maintenance. A plant with a line down buys from the branch that has the bearing or belt on the shelf, and a stockout sends the order to a competitor.
A Broad Catalog With Thin Demand
An industrial catalog spans bearings, power transmission, fasteners, fluid power, safety supplies and tools. At any one branch, a large share of those items sells only a few times a year.
Large Accounts Buy on Contract
Plant customers buy on negotiated price files and often expect their critical spares held at the branch that serves them. Smaller accounts buy at list price over the counter or online.
Solutions for Industrial Supply
The DemandLabs applications that fit industrial supply, and how each one handles the planning.
Service targets are set by branch and customer segment, so a contract account's critical spares can sit at a higher target than the open range. Each target arrives with the inventory value it requires, before planners commit.
Explore inventory optimizationBranch-item forecasts use Croston, SBA and TSB for the long tail. Days an item was out of stock are flagged and the missed demand estimated, so a breakdown order that went elsewhere still counts.
Explore demand planningElasticity for counter, online and contract sales is measured from your own history, so a list price change is tested on the channel it affects before the price file moves.
Explore revenue growth managementEach supplier site behind imported lines is scored on port congestion, weather and financial filings. The riskiest open purchase orders come with a reroute or re-source already priced.
Explore supplier riskHow Industrial Supply Planning Connects
Each branch's stock links to the plants it serves, the suppliers behind it and the margin each account earns.
Account Demand
- Breakdown orders
- Planned maintenance
- Contract spares
Branch Forecast
- Counter sales
- Online orders
- Stockout days
Branch Stock
- Critical spares
- Service targets
- Transfers
Inbound Supply
- Manufacturer lead times
- Import lanes
- Supplier risk
Branch P&L
- Margin by account
- Price files
- Stock value
Built for Industrial Supply
Industrial supply planning is judged at the branch counter when a customer's machine is down.
Lost Breakdown Sales Counted
An empty shelf on the day a plant called does not shrink the next forecast, because the missed sale is estimated back in.
Critical Spares Held to Target
Spares held for a contract account sit in their own customer segment, with a service target above the open range.
Long Tail Forecast at Each Branch
Each branch gets its own forecast for each item, with intermittent-demand methods where sales come only now and then.
Hub and Branch Buffers Solved Together
Safety stock is re-solved each week across the hub DC and the branches it feeds, as demand and supplier lead times vary.
Planning Notes for Industrial Supply
See all notes
Your sales history is missing the demand you could not serve
Censored demand forecasting recovers the sales a stockout hid, why the loop keeps shrinking the buffer, four recovery methods, and the flags they need.
23 August 20267 min read
Vendor managed inventory hands you a decision you have to be better at
Vendor managed inventory moves the replenishment decision to the supplier. What has to be agreed, why your own stock can rise, and the data it depends on.
21 August 20269 min read
The reorder points nobody has touched since go-live
Replenishment parameters set at go-live and never revisited: which ones exist, who may change them, trigger based review, and the audit that finds the worst.
21 August 20269 min readIndustrial Supply Planning FAQs
Can DemandLabs plan critical spares held for one customer?
Stock held for a contract account can sit in its own customer segment with its own service target, and the inventory that target needs is shown first.
How are lost sales from stockouts handled?
DemandLabs flags each day a branch was out of an item and estimates what it would have sold, so a breakdown order lost to a competitor stays in the history.
Can it read orders that arrive by EDI?
Orders arrive through EDI and AS2 connectors and sales history from your ERP, and both feed forecasts at item, customer and location level.
How long does implementation take?
Eight weeks to the first live cycle for one planning area, with a value review with your CFO in week 10.
More Wholesale Distribution Segments
All wholesale distribution planningSee Your Branch Stock Set by Service Target
A 45-minute walkthrough on your own data.