Planning horizons
From short to long term, each horizon has its own level of uncertainty and its own way of deciding.
Solution by decision
Plan production and capacity under uncertainty
The longer the horizon, the greater the uncertainty. Enacom Digital Twins compare scenarios, test sensitivity, and show the risk of each decision before it is made.
How uncertainty enters the plan
Scenarios and sensitivity
Test what happens if demand, inputs, or availability change.
Capacity and maintenance
Align stoppages and maintenance with capacity and commercial commitments.
Lead-time and supply risk
See ahead of time where the plan may fail and prepare alternatives.
Solutions for this decision
The Gemminus platform Digital Twins that support this topic.
Related case studies
Results measured in real operations, tied to this decision.
Hydropower Optimizer at CEMIG
CEMIG: up to 46.6 hm³ less water per month in the Três Marias plant schedule, in a study
View case
Digital S&OP at VLI
VLI: 5% more planning accuracy in logistics, with scenarios in about 2 minutes
View case
Frequently asked questions
What is planning under uncertainty?
Deciding while accepting that demand, inputs, and availability may change. The Digital Twin compares scenarios and shows the plan's sensitivity to each change.
How does Enacom handle capacity?
With capacity and maintenance plans that respect the operation's constraints and commercial commitments, compared by scenario.
Does this apply to energy and logistics?
Yes. The case studies on this page include hydropower generation scheduling and logistics planning, in addition to steel.
Other decisions
See other topics where Enacom supports the operation.
Increase productivityReduce costsImprove operationsUnderstand cost and marginFlow and SKU performance
Not sure which decision to start with?
Tell us what limits results today. Our team will assess with you where a Digital Twin can deliver value first.