S&OP and supply chain planning with AI One plan that sales, plant and procurement work from
Call-offs change faster than the S&OP cycle can react. The numbers sit in several systems. We translate every call-off change into its impact on production and material planning. Your planners get the conflicts with a proposal.

Supply chain & planning
DataClue applies AI and analytics in supply chain and planning: in sales and operations planning (S&OP), parts supply and order planning. AI agents detect changed call-offs and calculate their impact on capacity, material and revenue from your planning data. Your team decides on shift model, commitments and premium freight.
Where planning is under pressure today
- Call-offs, program shifts and lead times change faster than a monthly S&OP cycle can react.
- The numbers sit in several systems. Whoever collects them does not decide. Whoever decides does not have them.
- Supplier shortages are managed by email and phone, and every premium freight run eats into the margin.
Typical starting points in supply chain and planning
A call-off changes, a part is missing, an order no longer fits capacity. We prepare the possible responses, your planners decide.
S&OP and call-off changes
A customer cuts or shifts call-offs. Until the change is translated into production and material planning, the S&OP meeting works with old numbers.
- Runs automatically
- Detecting changed call-offs, calculating the impact on capacity, material and revenue, proposing responses.
- Your team decides
- Which response applies, customer commitments, conflicting goals between plants.
Metric, e.g. delivery reliability
Suppliers and parts supply
Shortages are managed by email and phone, every premium freight run eats into the margin.
- Runs automatically
- Match of call-offs, stock and delivery dates.
- Your team decides
- Premium freight, alternative sources, escalation with the supplier.
Metric, e.g. premium freight runs per month
Orders and capacity
Dates, capacity and material are matched by hand.
- Runs automatically
- Match per order, conflicts are flagged.
- Your team decides
- Priority in bottlenecks, commitments to customers.
Metric, e.g. on-time delivery
Every call-off change with its impact, before the S&OP meeting
- Data-driven decisionsOne shared S&OP view of call-offs, stock, capacity and material.
- AI-supported workflowsAI agents translate changed call-offs into proposals for production and material planning. Every figure is calculated from your planning data. Your planners keep the approval.
- Taskforce & expert deploymentWhen a supplier situation escalates and delivery reliability, capacity or quality call for cross-functional intervention.
What this looked like in practice
- Weeks earliercountermeasures instead of waiting for the monthly planning cycleAgentic S&OP: an AI workflow delivers recommendations ready for decision.
- 12KPIs in one cockpit for the entire site networkProgram cockpit: the status of all ramp-up programs and sites in one view
All client examples are anonymized.
Other functions
Supply chain & planning
Frequently asked questions
What is S&OP?
S&OP stands for sales and operations planning. In this recurring alignment process, sales, production, procurement and finance agree one shared plan for demand, capacity and material. The goal is one number that every function works from.
Do you replace our planning system?
No. We work with your ERP and planning system and the existing spreadsheets. We connect their data to the decisions. We do not require a platform migration.
Does the AI decide on the plan?
No. Rules and AI match data, flag conflicts and prepare decisions. Your team decides on shift model, customer commitments and premium freight. Every system decision is logged.
What changes in the S&OP meeting?
The meeting starts with the deviations that need a decision instead of reconciling the numbers. Impact and proposals are ready beforehand. Sales, plant, procurement and finance decide in the meeting.

Contact
Which planning decision costs you the most time every week?
Tell us how call-offs, capacity and material come together today. We tell you openly what can be matched by rules.
