09.02 / Commercial analytics and sales development
Finished-goods demand and inventory planning
Analysis of sales, seasonality, production lead times, inventory and expiry dates. This complements raw material sourcing and turns modelling into routine finished-goods planning.
✦ / What do you need to work on?
What do you need to work on?
12 selected practice areas. Original numbers guide you through the full catalogue.
What you will receive
A forecast with uncertainty ranges, a replenishment plan and recommendations to reduce shortages and excess stock.
What helps us assess your question
Sales, prices, discounts, costs, returns and inventory for an agreed period. Customer data requires a lawful basis.
Start with a general outline. Confidential materials are shared only after agreement.
02 / How the work progresses
How the work progresses
Stages are agreed after reviewing your question. Some research runs in parallel; each decision depends on the quality of the available data.
Define the question
Sales, prices, discounts, costs, returns and inventory for an agreed period. Customer data requires a lawful basis.
Research and compare
Analysis of sales, seasonality, production lead times, inventory and expiry dates. This complements raw material sourcing and turns modelling into routine finished-goods planning.
Test the decision
Check completeness, metric definitions, seasonality and promotion effects. Distinguish observed associations from demonstrated causes.
Deliver and plan next steps
A forecast with uncertainty ranges, a replenishment plan and recommendations to reduce shortages and excess stock.
Methods and public sources
Sources are chosen for the product, market and period. These are reference databases and methods; a link does not imply partnership or endorsement of a project.
NIST/SEMATECH · Engineering statisticsNIST MEP · Supply chain managementResearch does not replace laboratory testing, safety assessment, legal advice or an authorised specialist’s decision. The contract defines the scope of review and each party’s responsibilities.
03 / Scope and working arrangements
Scope and working arrangements
Before paid work starts, we agree the input materials, deliverables, timing, fees and involvement of qualified specialists.