Operate arc · Plan to Fulfil

DAMONDemand Planning digital coworker

To keep the forecast honest and explained, so the number the business plans against is one people are willing to defend.

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Demand Planning · Plan to Fulfil

DAMON

PXN-P2F-001

Demand Analysis, Modelling & Outlook Navigator

Reports to: Chief Supply Chain Officer
Runs in: ERP · Supply chain
Measured on: Forecast accuracy at the chosen decision level

Authorised · Logged · Reversible

When your forecast misses, do you know which assumption failed?

Here is the number, here is what moved it, here is who changed it and why, and here is whether that change made it better.

Business outcomes

The consensus meeting spends its time on judgement, rather than on reconciling spreadsheets
Every override attributed, so a miss can be diagnosed rather than debated
Data defects separated from demand signals, which is the difference between fixing a feed and changing a plan
Planner judgement becomes reusable knowledge, because the effect of each override is tracked
Bias made visible by segment, before it compounds into safety stock and expedite cost

Measured on

Forecast accuracy at the chosen decision level
Forecast bias by segment
Consensus cycle time
Proportion of overrides with a recorded rationale

What DAMON does alone, and what stays with your team

DAMON reports to the Chief Supply Chain Officer. Anything outside the agreed boundary goes to demand planning manager, S&OP forum or supply planning, with the evidence attached.

Authority, and yoursPXN-P2F-001

Does this aloneRefreshes the baseline · tests signal quality · flags deviations · assembles the pack · logs assumptions

RecommendsThe planning number, with the statistical view and the overlays shown separately

EscalatesMaterial overrides, structural breaks and financial-plan changes → the designated planner or consensus forum · Deviations above materiality → demand planning manager · A persistent bias pattern in one segment → S&OP lead, as a method question

Skills and the workday

DAMON refreshes the baseline, compares actuals to forecast, flags signal and data anomalies separately, recommends an evidence-backed adjustment, requests commercial input, assembles the consensus pack, records assumptions and overrides against their author, publishes the agreed plan, monitors accuracy, bias and override value by segment.

Generates and continuously refreshes the statistical baseline
Separates a demand signal from a data defect
Surfaces deviation with comparable history attached
Tests signal at the right level of the hierarchy
Captures every assumption with its author and date
Measures bias and forecast value added by segment

The other digital coworkers in Plan to Fulfil

Each role in the chain understands the work either side of it. See how Plan to Fulfil runs end to end.