The lead time in the system is a negotiating position, not a measurement

Module · Supplier Performance and Continuity

A scorecard tells you a supplier was late. It does not say how late, how often, or what to change.

Prophesee Sourcing turns every promise and receipt into a distribution the plan can use, and prices a disruption the day it appears.

Parameter estimation and driftCold start and analogue transferPlan to actual conformanceEvent detection and effect estimationNetwork traversal and exposure
The shift

Supplier reliability is not improving. Not measurably.

Across 101,000 suppliers and two years, the published reliability index moved less than one point. A quarterly average is not a number a plan can use.

85%
Of supply chain incidents originate in tiers two to four, where only 42% of companies can see at all
0.93
Points of movement in a supplier reliability index across two years and 101,000 suppliers
None
Published benchmark exists for time to detect a tier two disruption. Every vendor claims speed and none states a baseline. 3RDi review, Aug 2026.

Sources: SourceDay, Supplier Reliability Index Report Q1 2025, Apr 2025 (101,000+ suppliers, 100m annual purchase order updates, $70bn direct materials spend); the publisher sells purchase order management into this problem · McKinsey, Supply Chain Risk Pulse, Dec 2025 (n=100 global supply chain companies) · Sphera, supply chain transparency study, Apr 2025 (n=250 chief procurement and supply chain officers) · 3RDi review of published detection benchmarks across the supplier risk category, Aug 2026.

A new approach

From scoring suppliers to planning around them

foresight iconForesight
Today · The purchasing info record

The planning lead time was typed in at go live and never tested against a receipt. Every order date downstream inherits the error.

The lead time you actually get

The measured lead time and its spread by supplier and part, from survival analysis on promise to receipt, refreshed as orders close, so the plan uses a distribution rather than a number.

pulse iconPulse
Today · The open order report

The report lists what is late. It does not rank by what the late part stops, so the buyer works it from the top and the line stops anyway.

The promise break, costed the same day

Every open order scored by the works order, the customer order and the revenue behind it. When a confirmed date moves, the consequence is calculated and routed to a named owner.

horizon iconHorizon
Today · The sourcing review

A second source is argued, not modelled. Nobody prices the service gained against the qualification effort, so the decision waits for a shortage.

Price the second source before you need it

Model the service, cost and qualification effort of a second source before you commit, watch the projected curve update, then track the actual against the modelled plan.

nexus iconNexus
Today · The supplier list

The list holds tier one. The part that stops the line is bought by your supplier from a company you have never contracted with.

One supplier across every system

Suppliers resolved into one record across ERP, procurement and quality, with the chain followed past tier one and a stated confidence on every inferred link.

From challenge to decision

Turning supplier challenges into decisions

Problem: Parameter estimation and drift
What produces it today: The purchasing info record

The planning lead time was typed in at go live and never tested against a receipt. A quarterly average hides the spread the plan needs.

Engine: foresight icon Foresight
The applications that replace it: Lead Time TruthDelivery Reliability Model
Problem: Cold start and analogue transfer
What produces it today: The new supplier

A newly qualified supplier has no delivery record, so the plan uses the lead time on the contract until reality corrects it.

Engine: foresight icon Foresighthorizon icon Horizon
The applications that replace it: Analogue Lead TimeQualification What If
Problem: Plan to actual conformance
What produces it today: The receiving report

The receipt is recorded and the promise it broke is not, so the gap between them never becomes a correction.

Engine: pulse icon Pulsenexus icon Nexus
The applications that replace it: Promise Break AlertDelivery Evidence Pack
Problem: Network traversal and exposure
What produces it today: The supplier list

The list holds tier one, while most incidents originate two or three hops out where nothing is mapped.

Engine: nexus icon Nexus
The applications that replace it: Exposure MapOne Supplier Record
Problem: Event detection and effect estimation
What produces it today: The news alert

A subscription tells you something happened near a supplier. Nothing tells you which parts, orders and revenue it stops.

Engine: pulse icon Pulseforesight icon Foresight
The applications that replace it: Event RadarEvent Impact
What becomes possible

14 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
Lead Time Truth

The measured lead time and its spread, set against the number in the master.

Foresight
Delivery Reliability Model

The distribution of when a supplier actually delivers against the promise, by part and site.

Foresight
Analogue Lead Time

A starting distribution borrowed from comparable suppliers, replaced by measurement as orders close.

Foresight
Event Impact

What a supplier event does to your plan, estimated from precedent as a range with a confidence bound.

Pulse
Event Radar

Candidate supplier events detected from feeds, documents and your own order telemetry.

Pulse
Promise Break Alert

A confirmed date moves and the consequence is calculated the same day.

Pulse
Reliability Decay Watch

A supplier trending down, flagged before it becomes a shortage.

Horizon
Qualification What If

The service and cost of a second source modelled before the qualification effort is committed.

Horizon
Dual Source What If

Model the service, cost and qualification effort of adding a second source.

Horizon
Order Book Rebalance

Move volume between suppliers in a model and watch service and cost update.

Horizon
Autonomy Path

Which supplier event classes have earned automatic application, and what each one still needs.

Nexus
Exposure Map

Parts, plants, orders and revenue exposed to a supplier or region, with confidence on every link.

Nexus
One Supplier Record

The same supplier reconciled across ERP, procurement and quality into one record.

Nexus
Delivery Evidence Pack

The promise, the changes and the receipt assembled for the supplier review.

How work changes

A day when the promise is data

Today: A scorecard produced quarterly from data nobody trusts.

With Prophesee:
07:20foresight icon Foresight
The lead time, not the average

Every part shows its measured lead time and spread against the master. Twelve are wrong enough to matter.

Today: A late delivery discovered when the goods do not arrive.

With Prophesee:
09:05pulse icon Pulse
An alert with the line behind it

A confirmed date moves. The works order, the customer order and the revenue it stops are on the alert.

Today: A second source argued for in a meeting and never costed.

With Prophesee:
11:40horizon icon Horizon
Cost the second source

Two suppliers modelled on service, cost and qualification effort. She funds the one that moves the curve.

Today: A lead time in the system that has been wrong for a year.

With Prophesee:
15:30foresight icon Foresight
The plan corrects itself

Corrected lead times go back to the planning run. Next week's orders are placed against reality.

Yesterday's promise becomes today's plan.

Buy the lead time you were promised

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