Discover · Asset datasheet · BI & Semantics · Fabric IQRFP A.1

Demand Forecasting Dashboard

Forecast vs actual, bias and accuracy dashboard used in monthly S&OP reviews.

Access grantedCertified · trust 90InternalActive · v1.0Commercial Analytics

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Ownership & purpose

Owner: Nestor Teijeiro Prado
Steward: Andrei Wint
Approved purposes: Commercial forecasting
Usage (30d) · Updated: 84 sessions · 2026-10-13

Semantic definitions

Forecast Accuracy — 1 − weighted MAPE of consensus forecast vs actual volumes at product-family level, monthly lag-2.

FA = 1 − Σ|A−F| / ΣA

Lineage · Purview

Forecast Data Mart

Demand Forecasting Dashboard

No consumers

Graph neighbourhood · Knowledge graph

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Data quality

score 94

Completeness	Mandatory columns not null	95	pass
Freshness	Refreshed within 24 h	94	pass
Validity	Values within allowed domain / format	90	pass
Uniqueness	Primary key unique	95	pass

Fig. 1 · Quality score, last 12 runs. Source: simulated observability rules.

Products and dependants

Part of data products

Demand Forecast

Downstream consumers affected by a change

None

Open lineage view

Access path

Entra group membership grants access

Discovery does not consume data. Open via the source system under its own controls: