Safety stock is covering for the process, not for demand

Module · Supply and Inventory Planning

Most safety stock was set at go live from a service level target and a factor, and has not been tested against a receipt since.

Prophesee Inventory computes cover from measured variability and shows what a cash target costs in service.

Multi-echelon propagationParameter estimation and driftException triageScenario and attributionPlan instability
The shift

Stock went up. Service did not. The buffers are covering for us.

Buffers went up after 2020 and stayed up, because a buffer is the cheapest way to cover a lead time nobody trusts.

€1.4tn
Excess working capital across the largest European companies, fourteen percent of their combined revenue
68.9
Days inventory outstanding in Europe, the highest in a decade and up four percent in a year
None
Of the major inventory platforms publish how often a safety stock parameter is re-tested against outcome. 3RDi review of published product pages, Aug 2026.

Sources: The Hackett Group, European Working Capital Survey, Nov 2025 (1,000 largest European headquartered non-financial companies) · McKinsey, supply chain survey, Nov 2023 (n=101 respondents across six continents; fieldwork more than two years old) · McKinsey, Supply Chain Risk Pulse, Dec 2025 (n=100 global supply chain leaders), self reported intent rather than measured stock · 3RDi review of published product pages of the major planning and inventory platforms, Aug 2026.

A new approach

From setting the buffer to earning it

foresight iconForesight
Today · The material master

Safety stock was set from a service target and a factor at go live. Nothing has tested it against the demand and lead time actually observed since.

Safety stock from measured variability

Cover computed from the measured distribution of demand and of lead time by item and node, not from a fixed factor. Recomputed as orders close, with the drivers of every change shown.

pulse iconPulse
Today · The cover report

Cover is reported in days against a target, weeks after the week it describes, with no cause attached to any breach.

Cover breach, with the cause attached

Cover tested continuously at every node. When it breaches, the alert names the cause, demand, supply or parameter, and routes to the owner who can act on that cause.

horizon iconHorizon
Today · The reduction target

A working capital number arrives from finance and is spread across the network by argument, because nobody can price what it costs in service.

See what a cash target costs in service

The frontier between cash and service, modelled across the network. Move the target and watch projected service, stockouts and expedite move with it before anyone commits.

nexus iconNexus
Today · Four systems and a call

Answering why an item is short means opening the planning system, the ERP, the supplier portal and an inbox, and the answer arrives after the decision.

Ask why this item is short

Demand, supply, receipts, parameters and supplier messages resolved into one graph. Ask in plain language and get the answer with the source behind every figure.

From challenge to decision

Turning inventory challenges into decisions

Problem: Multi-echelon propagation
What produces it today: Single level MRP

Each node is planned as if it stood alone, so buffers are stacked at every level and the network holds cover it does not need.

Engine: foresight icon Foresight
The applications that replace it: Network Safety StockStockout Forecast
Problem: Parameter estimation and drift
What produces it today: The material master

Reorder point, lot size and service target were typed in at go live and have not been tested against outcome since.

Engine: foresight icon Foresightpulse icon Pulse
The applications that replace it: Safety Stock EngineParameter Drift Watch
Problem: Exception triage
What produces it today: The deployment report

The report lists every item outside its band, sorted by size, so the planner works the big ones rather than the costly ones.

Engine: pulse icon Pulsenexus icon Nexus
The applications that replace it: Deployment Exception QueueAsk The Inventory
Problem: Scenario and attribution
What produces it today: The reduction programme

A target is set, stock falls, and nobody can say which action moved it or what it cost in service.

Engine: horizon icon Horizon
The applications that replace it: Cash To Service FrontierNetwork Rebalance What If
Problem: Plan instability
What produces it today: The weekly planning run

The run moves hundreds of orders when nothing has changed outside, and the buffer absorbs the noise at a cost.

Engine: pulse icon Pulsehorizon icon Horizon
The applications that replace it: Nervousness MonitorInventory Target Path
What becomes possible

13 AI applications that could be relevant

A sample of what becomes possible on the decision layer, not a fixed list: each application draws on the same data foundation and audit trail, and new ones are configured on the engines, not built from scratch.

Foresight
Network Safety Stock

Cover positioned across the whole network against one service objective, not stacked node by node.

Foresight
Stockout Forecast

Which items will go short, when, and what the shortage costs.

Foresight
Safety Stock Engine

Cover computed from measured demand and lead time variability rather than a fixed factor.

Foresight
Excess And Obsolete Forecast

Items heading for write off, flagged while there is still time to act.

Pulse
Parameter Drift Watch

Parameters whose true value has moved, ranked by what the error is costing.

Pulse
Deployment Exception Queue

Ranked by service impact and cash, routed to a named owner.

Pulse
Cover Breach

Cover falls below the agreed days at a node, raised with the cause attached.

Pulse
Nervousness Monitor

Orders rescheduled by the run without a corresponding change in the real world.

Horizon
Cash To Service Frontier

What a working capital target costs in service, priced before anyone commits to it.

Horizon
Network Rebalance What If

Move stock between nodes in a model and watch service and cash update.

Horizon
Inventory Target Path

The date the plan reaches the inventory target at the agreed service level.

Nexus
Ask The Inventory

Why this item is short, traced across planning, ERP and supplier data.

Nexus
Parameter Provenance

Who set this safety stock, when, and on what assumption.

How work changes

A day when the buffer earns its place

Today: Safety stock set at go live from a factor nobody remembers choosing.

With Prophesee:
07:30foresight icon Foresight
Cover from evidence

Safety stock recomputed from measured demand and lead time. Two hundred items are carrying cover they no longer need.

Today: A cover breach found in a report published after the week it describes.

With Prophesee:
09:40pulse icon Pulse
A breach with a cause

Cover falls at one node. The alert names the cause as a supplier lead time, not demand, and routes accordingly.

Today: A reduction target spread across the network by argument.

With Prophesee:
12:10horizon icon Horizon
Price the target

The finance target modelled on the frontier. She can show what it costs in service before she agrees to it.

Today: A planning run that moved four hundred orders for no reason outside.

With Prophesee:
15:45foresight icon Foresight
Release without risk

The freed cash is named by item and node, with the service impact of each release shown next to it.

Yesterday's buffer becomes today's decision.

Hold service with less cover

We agree the metric and the baseline in week one, and measure the result on your data.