Data excellence: From data silos to a reliable basis for decision-making

Build a robust data foundation for reliable decision-making, high-performance analytics applications, and successful business AI

 

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Trustworthy data

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Transparent steering

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Intelligent decisions

The data is there, but trust is lacking

Data has become an indispensable resource for modern businesses. Virtually every organization invests in systems, platforms, and tools to collect and analyze data and make it actionable for decision-making.

The expectation is clear: better decisions, greater efficiency, and more transparency.

But in practice, the reality is quite different. Many companies struggle to generate real value from their data. Reports are questioned, numbers are double-checked, and decisions are delayed – or continue to be made based on experience and intuition.

Typical indicators of a missing unified data foundation:

  • Data is scattered across silos

  • Reports contradict each other

  • Dashboards are rarely used

  • Decisions continue to be based on gut feelings

The result: Data loses its intended purpose and instead becomes the problem itself.

We create the basis that really matters: a consistent, trustworthy data foundation that overcomes silos and creates transparency. Turn your data into a robust basis for decision-making – anchored not only technically, but also organizationally and strategically.

Your contact person

andreasmayer-1
Andreas Mayer

andreas.mayer@ibsolution.com

+49 7131 2711-3000

Companies that succeed in building trust in their data lay the foundation for true data-driven decision-making. After all, data can only be leveraged to drive business success if it is consistent, traceable, and reliable. Without this trust, however, the potential of data remains largely untapped.

Between aspiration and reality: Where companies really stand today

Companies are investing in data, analytics, and AI – but the results often fall short of expectations. The latest figures from the “ASUG Pulse of the SAP Customer Research 2025” study clearly show that the biggest challenges companies face stem from a lack of foundational capabilities, expertise, and clear strategies.

45 %

do not derive concrete insights from data & analytics

35 %

lack the internal skills needed for new technologies

29 %

are unable to keep up with IT innovations

28 %

do not have a strategy for digital transformation

These results are no coincidence; they reflect a structural problem: Many companies are driving innovation without having laid the necessary groundwork. Poor data quality, unclear governance, siloed structures, and limited resources lead to the failure of investments in analytics, new technologies, and business AI.

Data excellence doesn’t start with tools or technologies. It starts with a clear data strategy and a foundation you can trust.

Data excellence is achieved when companies take a holistic approach to their data – from clean master data management and clear governance to integrated planning and analytics, all the way through to forecasting and AI-driven decision-making. Only the synergy of these disciplines creates the foundation for transparency, efficiency, and true competitiveness.

Key factors on the path to data excellence

(Master) Data Management

The foundation for reliable data

Ensure consistent, high-quality (master) data across all systems – as the foundation for stable processes and well-informed decisions.

Data Governance

Clear rules for handling data

Define responsibilities, standards, and guidelines to ensure data quality, transparency, and compliance in the long term.

Business Analytics & Reporting

Transparency at the touch of a button

Gain real-time insights into your business processes and establish a reliable foundation for operational and strategic decisions.

Planning & Budgeting

Steering rather than managing numbers

Integrate your planning directly into your data landscape and increase the agility, accuracy, and speed of your financial processes.

Forecasting

Make sound predictions about the future

Use historical and current data to identify trends early on and make accurate predictions.

Business AI

Leverage data intelligently

Use artificial intelligence to identify patterns, automate processes, and take data-driven decision-making to the next level.

From the present to the future

The key question is not whether you have data – but whether you can trust it. This is precisely where the line is drawn between today’s reality and future competitiveness. The path forward: Moving away from fragmented data and uncertainty, toward an integrated, trustworthy foundation for decision-making and innovation.

Today: A fragmented landscape

  • Isolated systems and data silos

  • Inconsistent master data

  • Lack of governance

  • Low confidence in reports

Tomorrow: Integrated data base

  • Uniform data models

  • High data quality

  • Clear responsibilities in the context of data governance

  • A reliable basis for decision-making for both humans and AI

Learn how to achieve data excellence

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The forecast plays a valuable role in achieving a company’s business goals. Based on our project experience, we have identified eight success factors; by implementing them, you can create the ideal conditions for your forecast to fulfill its most important role even more effectively: contributing to the company’s business success.
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Find out where your company stands today – and what it needs to achieve true data excellence.

Let’s work together to create a unified data foundation for your company and implement data-driven steering of your organization.

👉 Schedule your non-binding initial consultation for a Data Readiness Check!