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

Button Data & AnalyticsBuild a robust data foundation for reliable decision-making, high-performance analytics applications, and successful business AI

 

Low_Risk_IBsolution

Trustworthy data

IBsolution_Strategy

Transparent steering

IBsolution_Innovation

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

Data Readiness Blueprint – Download for free

When dashboards don’t display reliable figures, when an AI pilot project is discontinued after a short time due to unusable results, or when preparing data for an audit takes longer than the audit itself, your company lacks a stable data foundation. Our “Data Readiness Blueprint” shows you how to build a data foundation that your systems, your AI, and your decision-makers can rely on.

Click to download (in German)

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

Data Excellence: Why good data alone isn’t enough | IBsolution
Blog

Data Excellence: Why good data alone isn’t enough

It is not the volume of data that determines success. It’s about the ability to derive reliable decisions from data. And this is precisely where most organizations fail today - not technically, but structurally. If you are serious about Data Excellence, you must address both: the quality of the data and the way organizations work with it. It is only through this synergy that sustainable value is created.

Read more
Pitfalls in SAP S/4HANA data migrations | IBsolution
Blog

Why SAP S/4HANA data migrations often take longer than planned

In most SAP S/4HANA projects, data migration is the area with the highest risk of delays – not because suitable tools are lacking, but because data quality in the source systems is rarely as good as everyone involved tacitly assumes. This article highlights the typical pitfalls in data migration to SAP S/4HANA and how you can address them.
Read more
White paper 365 days of SAP Business Data Cloud | IBsolution
White paper

One year of SAP Business Data Cloud: Vision, reality, and what companies should do now

After about 365 days with SAP Business Data Cloud (BDC), one thing is clear: The vision of SAP BDC as a unified data platform is absolutely right. Our white paper provides an overview of where SAP still needs to deliver in terms of functionality and explains why now is the right time to strategically implement SAP BDC.

Download for free (in German)
AI in master data management | IBsolution
Blog

AI as an accelerator for optimized master data management

Companies are therefore looking for ways to make their master data management more efficient and reliable with the help of innovative technologies. This inevitably brings artificial intelligence (AI) into focus. Integrating AI-based processes into master data maintenance enables a significant leap in efficiency and improves data quality.
Read more
BARC Data BI & Analytics Trend Monitor 2026 | IBsolution
Blog

5 key trends for data-driven companies in 2026

The increasing use of artificial intelligence (AI) to automate processes and decisions is further boosting the already enormous importance of data for business success. The BARC Data, BI and Analytics Trend Monitor 2026 summarizes the topics that companies should put on their agenda in order to become data-driven organizations.

Read more
White paper Integrated Business Planning | IBsolution
White paper

NextGen Planning – The key steps to integrated business planning

Integrated business planning combines strategic, operational, and financial perspectives into a comprehensive system. It creates transparency, improves management control, and enables well-informed decisions in real time. But how can you successfully implement such an integrated planning solution? Learn more in our white paper.
Download for free (in German)

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!