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Supply chain planning

Replenishment Review Preparation:
plan the implementation.

Help planners assess proposed replenishment with the relevant context in one place.

DISCOVERY

Answer the questions
that shape the build.

Which demand assumptions are approved? What supply is already committed? Which constraints change the order decision?

AI commentary must not replace the authoritative planning calculation. Confirm dates, units and outstanding commitments.

We use these answers to agree on integration boundaries, responsible reviewers, access controls and a definition of done. The proposal identifies dependencies and what is included before implementation begins.

FIRST IMPLEMENTATION

Prove the useful part.
Then expand deliberately.

Pilot one item group and compare the brief with planner decisions and trusted planning outputs.

Measure the result

Measure overlooked open orders, unsupported assumptions, quantity corrections and review effort.

Prepare for everyday operation

Save accepted decisions and route approved purchase requests to the purchasing system.

Document the owner, support path and recovery procedure. Define how the workflow behaves when information is incomplete, access fails or a reviewer declines the proposed result. Agree on what needs fresh validation after a model or integration change.

CHOOSE THE RIGHT SUPPORT

Build it. Build with us.
Or have us manage it.

The workflow stays centered on your business. The engagement determines who learns, implements and operates it.

DIY

Your team owns the build.

Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.

Explore the $2,500 package ↗
DFY

We manage the foundation.

Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.

Explore managed delivery ↗
CONNECTED OPPORTUNITIES

Demand Planning Commentary

Prepare an explanation of demand-plan changes using approved forecasts and documented business context.

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START WITH YOUR WORK

Where is your team
doing too much by hand?

Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.