Retailer Boosts Stock Allocation and Delivery Performance
2,8M
Of potential value due to current issues in Order Management
7
Business areas involved in the process
A global sportswear company faced growing operational friction in its Order-to-Cash (O2C) cycle under SAP: reserved stock sitting idle, limited visibility on blocked materials, and rising orders from non-contract customers that could not be fulfilled. With a tight three-month mandate, OntraaK delivered a pragmatic, operational solution built on Celonis and SAP data integration that restored control over stock allocation, improved on-time delivery, and addressed a quantified €2.8M of potential value. The outcome combined a real-time control tower, automated prioritization logic, and a user-friendly intervention workflow enabling faster decisions, fewer lost sales, and measurable productivity gains.
Context & Objectives
The client operates complex, high-velocity O2C processes across multiple markets and product assortments. The business was experiencing three interrelated pain points:
A vast amount of stock reserved but not yet attached to created orders
Weak visibility into which materials were blocked and why
An increasing number of orders from non-contract customers that the supply chain could not satisfy
These issues were amplified by fragmented tooling: several teams used different systems and localized solutions, producing disaggregated data and preventing rapid, coordinated action.
Given a three-month timeframe, the client set two clear objectives for the engagement:
Deliver an operational tool to manage stock allocation against customer demand more effectively
Improve the on-time delivery rate to protect order book integrity and sales profitability
OntraaK was tasked to convert disparate signals into actionable decisions, working across seven business areas: Supply Chain, Sales, Customer Service, Controlling, Product Line, Data, and Finance, each with distinct requirements and constraints.
Main Actions
OntraaK executed a focused, delivery-oriented programme composed of analysis, data enablement, value quantification and rapid operational tooling:
Process and stakeholder analysis: A rapid diagnostic mapped the end-to-end O2C flow and the systems landscape, with detailed interviews across the seven business areas to capture rules, exceptions and operational bottlenecks specific to each perimeter.
Data integration and validation on Celonis: SAP and auxiliary source systems were integrated into Celonis to create a single, trusted dataset. Data validation ensured the control tower reflected the live state of reserved stock, open orders and blocked materials.
Value quantification: Using the consolidated view, OntraaK quantified a potential €2.8M of at-risk value attributable to delivery blocks, reserved stock, order rejections and returns.
Development of an operational tool: OntraaK designed and implemented a three-step intervention workflow embedded in Celonis:
Automatically identify orders unlikely to be served on time using prioritization rules and surface actionable cases
Enable item-level zoom (including size-level variants) to pinpoint the exact SKU and allocation gap
Present prioritized potential sources for reallocation and provide a direct call-to-action, a one-click email button within Celonis that sends a pre-populated message to the responsible line owner with all relevant details to reallocate stock
This design emphasized human-in-the-loop decisions: the system automates detection and prioritization while empowering domain owners to take fast, accountable action.
Results
Within the three-month window, OntraaK delivered a production-ready solution that materially improved the client’s O2C control and commercial resilience:
Greater transparency: A control tower directly connected to SAP provided up-to-date visibility across perimeters, enabling rapid identification of improvement opportunities and evidence-based decision making.
Improved efficiency and effectiveness: Centralized, ergonomically designed tooling reduced manual effort and accelerated case resolution. By securing the order book and improving stock allocation, the client maximized sales profitability and reduced avoidable order churn.
Savings and value: The initiative surfaced €2.8M of potential value at risk and delivered operational levers to capture that value. Improved ergonomics and targeted workflows also reduced the need for additional headcount, increasing productivity.
Additional analytics capabilities: The solution created a foundation for ongoing analytics and continuous improvement, enabling iterative tuning of allocation rules and escalation flows.
By combining process expertise, rapid data integration, and user-centric automation, OntraaK helped the client convert fragmented operations into a controlled, outcome-driven O2C capability preserving revenue, reducing waste, and creating a scalable model for future process modernization.