To support this continuous innovation approach, we extended the clean core quality gates with a new governance and maturity layer — giving organizations a structured way to measure progress and sustain momentum. The advanced quality gates for clean core now include governance and maturity scoring, clean core KPI tracking, and expert assessments with tailored recommendations. Together, they help organizations evaluate their transformation maturity and maintain a clean core that drives long-term success.

Continuous Innovation Is the New Standard

Enterprise transformation has entered a new era.

Organizations no longer undertake a major modernization initiative every few years. According to recent Forrester research commissioned by SAP, most enterprises are now executing multiple initiatives simultaneously. As investment in transformation grows, organizations are discovering that transformation is no longer an event. It has become a continuous business discipline.

While organizations recognize the need to modernize operations, adopt AI, improve efficiency, and become more data-driven, many struggle to establish the governance and accountability needed to execute transformation consistently. The top performers distinguish themselves by building repeatable transformation capabilities that align strategy, business processes, data, technology, and people around measurable outcomes.

This philosophy closely aligns with Clean Core strategy, which helps organizations simplify and modernize ERP environments while enabling faster innovation, easier upgrades, and greater business agility. Maintaining a clean core is not a one-time achievement—it is a discipline: one that demands continuous governance, deliberate oversight, and a culture of ongoing improvement.

That is where we enhanced the clean core quality gates—evolving them into advanced quality gates—by adding a new measurement layer that covers governance and maturity scoring, clean core KPI tracking, and expert assessments with tailored recommendations.

Advanced quality gates for clean core are deployed in SAP Cloud ALM, the central solution for managing hybrid landscapes, and are available to all RISE customers.

Clean Core Is a Continuous Journey

One of the most common misconceptions about clean core is that it is achieved at go-live.

In reality, clean core is a continuous discipline built across five interconnected dimensions:

• Business Processes
• Extensibility
• Data
• Integration
• Operations

Together, these dimensions create an ERP environment that remains scalable, resilient, and ready for innovation. Organizations that consistently perform well are able to evolve their business models faster because they maintain strong alignment between business and technology priorities.

For customers that want to ensure that the clean core principles are understood by the project team and brought into the project, the standard clean core quality gates are executed at each project milestone. Customers that look to continuously evolve their clean core discipline establish a dedicated clean core improvement project with its own set of goals, objectives and milestones that are independent of the project based on the Advanced quality gates for clean core.

Why Measurement Matters

Transformation capabilities cannot improve if they are not measured.

Without objective measurements, organizations often rely on assumptions regarding technical debt reduction, governance effectiveness, innovation readiness, and modernization progress. Leadership teams need visibility into current performance, existing capability gaps, and future improvement opportunities.

Advanced quality gates for clean core provide that visibility through structured maturity assessment and measurement frameworks.

From Project Governance to Transformation Governance

Research consistently shows that strong governance is a defining characteristic of transformation leaders. Mature organizations are more likely to establish cross-functional governance structures, align business and technology roadmaps, and embed transformation objectives into leadership accountability. This is why SAP's RISE with SAP Methodology places governance and transformation priorities at the center of every engagement.

The Advanced quality gates for clean core support these objectives by moving beyond traditional project checkpoints.

Instead of focusing exclusively on project completion milestones, they provide a framework for evaluating organizational maturity and operational performance throughout the transformation lifecycle.

Organizations can:

• Establish baseline maturity scores
• Identify capability gaps
• Define target maturity levels
• Receive improvement recommendations
• Track progress over time

This shifts the conversation from project completion toward continuous transformation excellence.

Making Clean Core Measurable

To support continuous governance, SAP introduced the Clean Core Measurement Framework within the RISE with SAP Methodology.

The framework combines two complementary perspectives:

Maturity and Governance Assessment

Organizations evaluate whether they possess the necessary processes, skills, governance models, tools, and organizational structures required to sustain a clean core environment over time.

Operational KPI Measurement

Organizations gain operational visibility through measurable KPIs available within the RISE with SAP Methodology Dashboard in SAP Cloud ALM. These KPIs provide data-driven insights into:

• Process standardization
• Technical debt
• Data quality
• Integration health
• Extensibility practices
• Innovation readiness

Together, maturity assessments and operational KPIs give leaders a complete picture of transformation progress and help them make decisions based on evidence rather than perception.

What Transformation Leaders Do Differently

One of the most important findings from the Forrester research is that transformation maturity is fundamentally an organizational challenge rather than simply a technology challenge.

Organizations with higher levels of transformation maturity consistently demonstrate:

• Strong business and technology alignment
• Robust governance processes
• Effective risk management
• Innovation-focused cultures
• Dedicated change management capabilities
• Early employee involvement

Technology remains critical, but long-term transformation success depends on people adopting new ways of working.

Advanced quality gates for clean core support this evolution by helping organizations continuously evaluate whether governance processes, operating models, and clean core practices are maturing alongside technology investments.

Building the Foundation for AI and the Autonomous Enterprise

The growing interest in AI makes clean core governance more important than ever.

Many organizations are investing in AI assistants, process automation, and autonomous business processes. However, poor data quality, disconnected systems, fragmented processes, and uncontrolled customization continue to create barriers to successful transformation and limit AI value realization.

AI cannot compensate for:

• Disconnected business processes
• Inconsistent master data
• Excessive customization
• Weak governance practices

Before organizations can fully realize the benefits of enterprise AI, they need trusted data, standardized processes, governed architecture, and modern extensibility practices.

Clean core provides that foundation.

Advanced quality gates for clean core help organizations measure whether these foundational capabilities are being established and maintained, turning AI readiness from an aspiration into a measurable business objective.

The Bottom Line

ERP transformation success is no longer measured by achieving a go-live milestone.

Organizations creating the greatest business value are developing repeatable capabilities for continuous transformation. They align strategy with execution, establish trusted data foundations, govern through measurable outcomes, and build the organizational discipline required to adopt innovation continuously.

Advanced quality gates for clean core operationalize these principles through:

• Maturity assessments
• Governance frameworks
• Measurable KPIs
• Continuous improvement processes

The result is greater transparency, stronger accountability, improved innovation readiness, and a more resilient foundation for future growth.

The question is no longer whether clean core matters.

The question is whether your organization can measure, govern, and continuously improve its progress.

Advanced quality gates for clean core provide the framework to make transformation repeatable, measurable, and sustainable.

Additional Reading

The Capability Mindset: Turning BusinessTransformation Into a Repeatable Discipline

Explore Forrester's research on how leading organizations build repeatable transformation capabilities and achieve better business outcomes.

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