The budgeting cycle is underway. It is almost always the same scene: Finance has set the target, the demand plan sits next to it, and there is a gap between the two. Then someone asks:
How do we allocate this now?
Most teams then work through the plan item by item or apply the same allocation key as last year. As a result, even an item purchased by just one customer is assigned additional volume.
The budget works out. The supply chain has to deal with the consequences.
Here are seven lessons we have learned from our project work.
Seven tips from our project work
1. Check valuation before volume
Before we touch a single item, we check the prices: Has the demand plan been valued in the same way as the Finance target? List or net prices, old or new prices, discounts, currencies?
Often, part of the gap is merely a valuation effect. That gap is closed through alignment, not additional volume.
2. One shared map for everyone
Finance thinks in business units, while Demand Planning thinks in items and customers. New items without a product line or customers assigned to the wrong division create gaps that do not actually exist.
That is why everyone needs a shared mapping before the allocation begins: Which items, customers and planning levels belong to which business unit or product division?
3. Focus on genuine levers
Items with no additional customer potential, fixed contracts and phase-out products cannot simply be increased. Divide the portfolio into fixed, manageable and potential, and allocate additional volume only to the latter two.
That is the difference between business logic and a blanket uplift.
4. Write down the rules early
The most important rules are often held in the minds of experienced planners:
“Supplier B cannot keep up.”
“Line 3 will be at capacity from May onward.”
We collect rules like these in a workshop before time pressure builds. This makes it possible to check every additional volume immediately against capacity and supplier constraints.
5. No uplift without a reason
“Plus six percent for Customer North because new orders are in sight.”
A sentence like this explains the number in a discussion with Finance – and makes it possible to verify the assumption over the course of the year.
Every additional target contribution should therefore be tied to a specific assumption or action. A number without a rationale can neither be assessed properly nor reviewed later.
6. Better honest than polished
If the gap cannot be closed fully and realistically, show the remaining gap openly, together with possible actions and risks.
In our experience, Finance and management respond better to this than to a surprise in the third quarter.
7. Keep steering after submission
The budget is a snapshot. Anyone who only realizes in the fall that a division is falling behind can do little more than explain what happened.
Actuals, the current forecast and agreed actions should therefore continue to be compared with the annual target after the budgeting cycle. Only then is there enough time to take deliberate corrective action.
Where can AI help?
All of this can be done without AI. But it takes time – something no one has enough of during the budgeting cycle. Our AI agents reconcile the budget target and demand plan, check data and recommendations against your rules, explain their recommendations and keep an eye on the year as it unfolds.
Three lessons from our projects:
- The first run is never perfect. Every correction can give rise to new rules.
- Trust is built through explanations. A number without a reason will be ignored.
- Start small: one division, one real planning cycle.
Our Financial Breakdown with AI Agents use case shows how the Gap, Allocation and Monitoring Agents work together. You can learn more about the broader approach on our page about AI Agents for Demand Review and S&OP.
Human and AI – not human or AI
Our agents do not make decisions. They calculate and recommend; your team decides.
That is why we do not offer off-the-shelf software: We develop the agents together with you for your processes and integrate them into your existing system landscape.
Is your budgeting cycle already underway?
In a no-obligation initial consultation, we take a close look at your starting point together: How do you currently reconcile the budget and demand plan, and where does this process create the most friction? We identify opportunities for improvement and clarify what the next step should be and whether we can support you along the way.
Dr. Kristina Krebs · Member of the Board
Your contact for a no-obligation initial consultation about your planning case.