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Reference models · Consumer Goods

What governed autonomy looks like — modeled before it is sold.

These are composite, illustrative operating models — synthesized from structured conversations with consumer-goods supply chain practitioners and the founder's operating experience at scale. They are not customer engagements; no commercial relationships, deployments, or measured results are claimed or implied.

Reference model · Composite
01

Replenishment governance · multi-plant packaged food

A European packaged-food archetype: shortage and excess signals become governed decisions — ~40–50 decision rights, four approver tiers, autonomy earned per decision class. What to instrument from day one.

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Reference model · Composite
02

Allocation under contested service commitments · beauty & personal care

Constrained launch and promo stock allocated by explicit, inspectable policy — customer tiers, channel priorities, and margin objectives out of planners' heads and into governed runs.

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Reference model · Composite
03

The governed-autonomy reference pattern

The recurring eleven decision archetypes and the non-negotiable seven governance primitives any credible operating layer must implement.

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