Your starting point
For operations owners, production teams, retailers and service businesses regularly adjusting their organisation.
A historical average can hide a shortage, event or local constraint. Proposals need to be checked against actual context and remain understandable to the people applying them.
How to move forward
Choose a planning decision
Define a need, such as preparing purchases or organising incoming work. Identify constraints, available information and the adjustments the team normally makes.
Compare scenarios
Test several assumptions with known data. Show variation and missing information rather than presenting a single proposal as certain.
Validate against real conditions
Have owners review proposals and record adjustments. Plan for unavailable data and situations requiring the established process to resume.
Agree before starting
- Constraints visible in the scenarios.
- Proposals discussed with operational staff.
- A prepared fallback process.
Your questions
Can we start without a complete history?
Yes, to examine the process and missing data. The feasibility of useful scenarios then depends on the quality of available information.
Can the tool place orders?
The initial scope focuses on preparation and human approval. Binding actions require separate scoping, limited permissions and appropriate review.
How are exceptions handled?
Describe them with the team and include them in testing: missing data, activity peaks, shortages or unusual events. Some situations will remain manual.