Forecast optimization and Sales & Operations Planning (S&OP)
Why Proactive Planning Is Becoming a Core Competency
In a volatile economic world with fluctuating demand and uncertain supply chains, simply “flying by the seat of your pants” is no longer enough. Successful planning requires reliable forecasts, coordinated sales and production plans, and a clear process for aligning demand and capacity. Forecast optimization and S&OP are now indispensable for ensuring delivery capability, reducing costs, optimizing inventory, and safeguarding strategic decisions.
Does this sound familiar?
– Your forecasts rarely come true, leading to overstocking or shortages?
– Sales and production aren’t planning at cross-purposes?
– Decisions aren’t made proactively, but under pressure?
– You lack transparency and structure in your medium-term planning?
– Your planning meetings don’t deliver tangible results?
Then it’s time to take your planning processes to the next level.
Our consulting approach: Planning reimagined – integrated, simulation-based, effective.
By working with us, you benefit from a consistent approach to forecasting and planning optimization:
Improve forecast quality
We analyze your forecasting methods using our simulation tool, clean up historical data, and integrate special factors. We select the most suitable range of static and AI-supported methods for your specific products and test the effectiveness of AI-supported procedures. This significantly improves your forecast accuracy.
Introducing or improving S&OP processes
We will develop a customized, scalable S&OP format with you. From meeting structure to KPI definition, we will provide organizational and technical support for the implementation.
Setting safety stocks correctly
We analyze your current safety stock concept, simulate the effects of alternative settings and adjust your safety stock levels to the correct level for each item – tailored to forecast accuracy, replenishment times and delivery targets.
Matching market demand and capacity
Using scenario techniques and simulation models, we ensure that your plan remains feasible and that your resources are used optimally.
Implementing sales integration
Together with you, we establish structured processes for the systematic integration of sales knowledge into sales planning. The goal: a "one-number plan" that is supported by everyone.
Using digital tools
We improve forecasting and planning processes in APS or ERP systems, e.g. SAP IBP, DISKOVER, etc., thereby creating the technological basis for data-driven planning.
Examples of our consulting services
– Improving forecast accuracy (e.g., +15 to +25%)
– Integrating sales knowledge into forecasting processes
– Implementing efficient S&OP processes
– Balancing demand and capacity using scenarios
– Utilizing forecasting methods in APS/ERP systems
Typical questions we answer:
– How can we sustainably improve our forecast accuracy?
– How can we align sales, supply chain, and production on a common plan?
– How can we effectively hedge against fluctuations in demand and supply?
– What is our sensible target service level – economically viable and achievable?
– How do we establish a functional, streamlined S&OP format?
What makes us different
We don’t offer purely methodical planning routines, but rather a holistic approach that seamlessly integrates organization, technology, and process. Our unique selling proposition: We combine prototyping of technical solutions with organizational implementation and utilize digital twins to realistically simulate and continuously improve your planning processes.
Interlinking of people, technology and organization
S&OP is not an IT project, but S&OP doesn't work without software support. We design processes, roles, and tools in an integrated way.
Sales integration as a process component
Planning becomes a shared responsibility, not the responsibility of the supply chain.
Simulation instead of trial and error
With the Digital Twin, we can assess the impact of planned decisions in advance.
Focus on implementation
We don't build models for their own sake, but deliver practical, sustainably operable routines.
System-neutral and role-based
Whether SAP, DISKOVER or Excel – we optimize your processes in a technology-neutral, but structured way.
A consumer goods manufacturer improved the forecast accuracy for promotional items from 60% to 85% by integrating promotional planning into its forecasts. The result: -30% excess inventory and +20% delivery reliability.
An industrial company was able to maintain 95% delivery readiness during the crisis through an agile S&OP process, while simultaneously reducing inventory by 15%.
FAQ – Frequently Asked Questions
What is Sales & Operations Planning (S&OP), and why is it important?
Sales & Operations Planning (S&OP) is a regular planning process in which sales, supply chain, production and management align demand, capacity and business objectives. It creates a shared basis for decisions. Bottlenecks and conflicting goals become visible early, rather than having to be resolved under pressure in day-to-day operations.
How can demand forecasts be improved when data quality is poor?
The first step is to examine the available sales data: Which values are missing, which outliers can be explained, and which special events, such as promotions, affected demand? The data can then be cleaned and suitable forecasting methods selected for each product group. Sales input can also help if adjustments are recorded and reviewed.
What are the benefits of AI-based demand forecasting?
AI-based forecasting methods can identify complex patterns and relationships in sales data. Whether they actually improve forecast accuracy depends on the available data and the product in question. We therefore compare AI methods with suitable statistical methods and assess which approach delivers the best results for each planning task.
What are the benefits of a one-number plan in S&OP?
A one-number plan gives sales, supply chain and production a shared, agreed basis for planning. Instead of working with different demand and production figures, the teams make decisions using the same plan. Assumptions, risks and deviations remain visible, allowing the plan to be adjusted when circumstances change.
How long does it take to introduce an S&OP process?
The time required depends on the existing planning processes, data quality, the teams involved and the software support needed. A lean S&OP process can initially be introduced for selected products or business units and then expanded. Clear responsibilities, metrics and decisions within each planning cycle are essential.
How can sales and production teams be encouraged to adopt S&OP?
Teams are more likely to adopt S&OP when they can contribute their knowledge early and see how it informs decisions. This requires clear roles, understandable metrics and meetings that lead to specific outcomes. The process should help teams identify and resolve conflicting goals together, rather than simply ask them for additional planning figures.