{"id":21114,"date":"2026-07-20T15:44:12","date_gmt":"2026-07-20T15:44:12","guid":{"rendered":"https:\/\/wearekemb.com\/business-intelligence\/"},"modified":"2026-08-24T07:57:42","modified_gmt":"2026-08-24T07:57:42","slug":"business-intelligence","status":"publish","type":"page","link":"https:\/\/wearekemb.com\/en\/services\/business-intelligence\/","title":{"rendered":"Business Intelligence"},"content":{"rendered":"

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BI<\/p>\n\n\n\n

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Business Intelligence \u00b7 Kemb GmbH<\/p>\n\n\n\n

NO MORE GUESSWORK.
YOUR DATA HAS LONG SINCE PROVIDED THE ANSWERS
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Very few business owners search for \u201cbusiness intelligence.\u201d They simply notice that two reports contradict each other or that a decision cannot be backed up by numbers. That\u2019s exactly what this is all about: a clean, consistent database that management can actually rely on to make decisions, rather than relying on experience or gut feelings. <\/p>\n\n\n\n

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Free Initial Consultation \u2192<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n
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+10 years<\/h3>\n\n\n\n

Experience with Data, BI, and Analytics<\/p>\n<\/div>\n\n\n\n

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100+<\/h3>\n\n\n\n

Helps customers with their data strategy<\/p>\n<\/div>\n\n\n\n

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5.0 \u2605<\/h3>\n\n\n\n

21 Google reviews, each one well-deserved<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n

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Trusted By<\/p>\n\n\n\n

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The Problem<\/p>\n\n\n\n

A lot of data, but no single truth.<\/h2>\n\n\n\n

In most companies, data is scattered across different systems and departments. Reports contradict one another, key metrics are defined differently, and a single report takes days instead of minutes to generate. In the end, management makes decisions anyway\u2014but based on experience rather than on numbers that no one can seriously question. <\/p>\n<\/div>\n\n\n\n

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The Approach<\/p>\n\n\n\n

First, the shared truth; then, the dashboard.<\/h2>\n\n\n\n

We don’t start with dashboards; instead, we begin by asking what each metric means and how it helps whom. Only once this foundation is in place do we translate it into reports and tools\u2014not the other way around. <\/p>\n<\/div>\n<\/div>\n\n\n\n

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\n \u2192<\/span>\n Reports from different systems contradict each other; no one knows which one is correct<\/span>\n <\/div>\n
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Assessment & Goal Setting<\/h4>\n

Analysis of existing data sources, systems, and key performance indicator definitions; consultation with management to determine what is truly relevant to decision-making.<\/p>\n <\/div>\n <\/div>\n

\n \u2192<\/span>\n Key metrics are defined differently in each department, making reports difficult to compare<\/span>\n <\/div>\n
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Key Metrics Logic & Data Model<\/h4>\n

Standardized KPI definitions and a robust data structure as a common foundation for all reports.<\/p>\n <\/div>\n <\/div>\n

\n \u2192<\/span>\n A report takes days to complete, or isn’t used at all anymore<\/span>\n <\/div>\n
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Infrastructure & Reporting<\/h4>\n

Setting up or optimizing the BI infrastructure and automated reports that are actually used.<\/p>\n <\/div>\n <\/div>\n<\/div>\n\n\n\n

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AI-ready<\/p>\n\n\n\n

A solid BI foundation is also essential for AI applications to function effectively within a company.<\/strong> Without consistent, reliable data, even the best AI will only produce nonsense that sounds convincing. Only a robust data foundation can turn AI projects in a company into more than just an experiment. <\/p>\n<\/div>\n<\/div>\n\n\n

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Services<\/p>\n\n\n\n

What We Provide<\/h2>\n\n\n\n

No off-the-shelf package. Clear scope, dedicated points of contact, measurable results. <\/p>\n\n\n\n

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01<\/p>\n\n\n\n

Infrastructure<\/p>\n\n\n\n

BI Infrastructure & Reporting<\/h3>\n\n\n\n

Setup, migration, and optimization of your BI infrastructure, including reports and dashboards that are actually used\u2014rather than being opened once and then forgotten.<\/p>\n\n\n\n

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02<\/p>\n\n\n\n

Web Analytics<\/p>\n\n\n\n

Web Analytics & Tracking<\/h3>\n\n\n\n

GA4 setup, migration, and training to ensure that your website and campaign data are measured accurately, serving as the foundation for marketing and business decisions.<\/p>\n\n\n\n

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03<\/p>\n\n\n\n

Strategy<\/p>\n\n\n\n

Data Strategy & Metrics Logic<\/h3>\n\n\n\n

A consistent definition of your key metrics and a data strategy that aligns with your business goals, not with a specific tool.<\/p>\n\n\n\n

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\n <\/span>\n \n GROWTH<\/strong>\nFLYWHEEL<\/span>\n <\/span>\n <\/div>\n\n
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Part of the Growth Flywheel<\/p>\n

We\u2019re happy to take on the individual components. Ultimately, however, it\u2019s never about isolated pieces \u2014 it\u2019s about the bigger picture. <\/p>\n

Every service is designed to fit into the system \u2014 so that tracking, the team and activation work together to drive the flywheel.<\/p>\n <\/div>\n\n

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\n More about the Growth Flywheel \u2192<\/a>\n <\/div>\n <\/div>\n<\/div>\n<\/div>\n\n\n

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Your result<\/p>\n\n\n\n

A dashboard your management truly trusts.<\/h2>\n\n\n\n

You\u2019ll receive a documented framework for key performance indicators and a reporting system in which all departments use the same figures. No more debates over whose report is correct\u2014instead, a common foundation on which decisions can actually be based. <\/p>\n\n\n\n

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Free Initial Consultation \u2192<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n
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Honesty<\/p>\n\n\n\n

When we should pass and when we shouldn’t.<\/h2>\n\n\n\n

We’d rather work with the right customers than with everyone. That saves time for both sides. <\/p>\n\n\n\n

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You’ll be in the right place with us if\u2026<\/p>\n\n\n\n

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Your data is scattered across various systems and departments, and no one has a complete overview<\/p><\/div>\n

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Reports contradict each other, or key metrics are defined differently depending on the department<\/p><\/div>\n

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Management decisions are currently based more on experience than on reliable figures<\/p><\/div>\n

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You want to build a database that can also support future AI applications<\/p><\/div>\n<\/div>\n<\/div>\n\n\n\n

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Less suitable if\u2026<\/p>\n\n\n\n

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You currently have only a single, manageable data source that no one seriously questions<\/p><\/div>\n

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No one internally can take responsibility for defining key performance indicators or maintaining data<\/p><\/div>\n

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A finished dashboard is requested, without any explanation of the underlying logic<\/p><\/div>\n

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Currently, there is no capacity to maintain reports and key metrics over the long term<\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\nVS<\/span>\n<\/div>\n<\/div>\n\n\n

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Why Kemb<\/p>\n\n\n\n

Senior. Direct. No agency levels.<\/span><\/h2>\n\n\n\n
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Seniors Only<\/p>\n\n\n\n

No Junior Staffing<\/h3>\n\n\n\n

Every project is managed directly by experienced BI consultants\u2014not delegated.<\/p>\n<\/div>\n\n\n\n

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100%<\/p>\n\n\n\n

Transparency<\/h3>\n\n\n\n

Close collaboration from the initial assessment through ongoing reporting. No black box. <\/p>\n<\/div>\n\n\n\n

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Tool-independent<\/p>\n\n\n\n

No tool sales<\/h3>\n\n\n\n

We recommend what suits your data and goals, not what we happen to sell ourselves.<\/p>\n<\/div>\n\n\n\n

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Data First<\/p>\n\n\n\n

Measurable Results<\/h3>\n\n\n\n

Every project ends with a database that your management truly trusts.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n

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Your point of contact<\/p>\n\n\n\n

You\u2019ll be speaking directly to the expert.<\/h2>\n\n\n\n
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Dr. Konstantin Wemh\u00f6ner<\/h3>\n\n\n\n

Co-Founder \u00b7 CDO<\/p>\n\n\n\n

Konstantin has been building data architectures that companies actually use for over 15 years. From McKinsey to setting up the BI system at Stylight and beyond: at Kemb, he helps medium-sized businesses transition to a modern data stack using Snowflake, dbt and dashboards that senior management can trust. His benchmark isn\u2019t the number of reports, but the number of decisions that are made more quickly as a result. <\/p>\n\n\n\n

“One figure that everyone trusts is worth more than twenty that everyone debates.”<\/p>\n\n\n\n

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Data Architecture<\/p>\n\n\n\n

Snowflake<\/p>\n\n\n\n

Analytics Engineering<\/p>\n\n\n\n

AI & Automation<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n

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Votes<\/p>\n\n\n\n

What customers really say.<\/h2>\n\n\n\n
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\u2605\u2605\u2605\u2605\u2605<\/p>\n\n\n\n

“With kemb, we’ve been able to develop practical and robust solutions for our reporting that make management decisions much easier for us. We highly recommend them!” <\/p>\n\n\n\n

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\"Simon<\/div>\n\n\n\n

Simon K\u00f6stler-Prada<\/strong> \u2014 Co-Founder of STUR<\/p>\n<\/div>\n<\/div>\n\n\n\n

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\u2605\u2605\u2605\u2605\u2605<\/p>\n\n\n\n

“Very good support \u2013 super responsive, data-oriented, and providing valuable tips. Moreover, they are a great sparring partner, too.” <\/p>\n\n\n\n

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\"Teresa<\/div>\n\n\n\n

Teresa Fernandez<\/strong> \u2014 Marketing Lead at Tanso<\/p>\n<\/div>\n<\/div>\n\n\n\n

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\u2605\u2605\u2605\u2605\u2605<\/p>\n\n\n\n

“We needed help with Google Ads, and our startup has been in very good hands here from the very beginning. 100% recommended!” <\/p>\n\n\n\n

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\"Max<\/div>\n\n\n\n

Max Wittrock<\/strong> \u2014 Co-Founder of zeroLabs<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n

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FAQ<\/p>\n\n\n\n

Frequently Asked Questions<\/h2>\n\n\n\n
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What does “business intelligence” actually mean, in simple terms?+<\/span><\/h3>\n

Essentially, the goal is to turn scattered and sometimes contradictory data into a common, reliable foundation on which business decisions can be based, rather than on experience or gut feelings. The name sounds more technical than the concept actually is. <\/p>\n<\/div>\n\n\n\n

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How can I tell if my company needs BI consulting?+<\/span><\/h3>\n

Typical signs include: reports from different systems show different numbers; key metrics are defined differently in each department; a report takes days instead of minutes to generate; or important decisions are made based on gut instinct rather than available data.<\/p>\n<\/div>\n\n\n\n

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Do I need a specific BI tool for this?+<\/span><\/h3>\n

No. We deliberately work independently of any specific tools and recommend the solution that best fits your data and goals\u2014not the one we happen to sell ourselves. Sometimes the tool you already have is perfectly adequate; the problem lies elsewhere. <\/p>\n<\/div>\n\n\n\n

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What is the difference between BI infrastructure and web analytics?+<\/span><\/h3>\n

BI infrastructure involves your company-wide data and reports, such as those from CRM, ERP, or financial systems. Web analytics focuses specifically on website and campaign data, such as that from GA4. Many companies need both, but not necessarily at the same time. <\/p>\n<\/div>\n\n\n\n

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What does business intelligence have to do with artificial intelligence?+<\/span><\/h3>\n

A clean, consistent database is essential for AI applications to function effectively in a business setting. Without reliable data, even the best AI will only provide answers that sound convincing but are actually incorrect. <\/p>\n<\/div>\n\n\n\n

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How long does it take to build a reliable database?+<\/span><\/h3>\n

That depends heavily on how many systems and departments are involved. A focused set of key metrics for a single division can often be established in just a few weeks, while a company-wide BI infrastructure usually takes several months. <\/p>\n<\/div>\n\n\n\n

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What exactly is BI reporting, and what specific benefits does it offer me?+<\/span><\/h3>\n

BI reporting transforms raw data into reports and dashboards that are actually used because they are based on the same definitions as the decisions they are intended to support. The goal is a report that no one questions\u2014not just another dashboard. <\/p>\n<\/div>\n\n\n\n

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Who can benefit from BI consulting, and what is the minimum company size?+<\/span><\/h3>\n

As soon as more than one person or department needs to work with the same data, it\u2019s worth establishing a clear, shared foundation. This applies to growing medium-sized companies just as much as it does to larger companies with multiple systems and locations. <\/p>\n<\/div>\n<\/div>\n\n\n

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More from Kemb<\/p>\n\n\n\n

Additional Services<\/h2>\n\n\n\n

Business intelligence is the foundation for everything else we do. These often go hand in hand: <\/p>\n\n\n\t

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Web Analytics<\/a><\/h3>\r\n\t\t\t

Web Analytics with Kemb: GA4 setup, training, and attribution optimization\u2014so you know which marketing channels are truly effective.<\/p>\r\n\t\t\t

View →<\/a><\/p>\r\n\t\t<\/div>\r\n\t\t\t\t

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Growth Marketing<\/a><\/h3>\r\n\t\t\t

Growth Marketing for SMEs: Kemb combines SEO\/AEO, content and paid ads into a data-driven system. Visible on Google and in ChatGPT & Co. <\/p>\r\n\t\t\t

View →<\/a><\/p>\r\n\t\t<\/div>\r\n\t\t\t\t

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Website Migration<\/a><\/h3>\r\n\t\t\t

Website Migration with Kemb: URL mapping, redirects, and crawl control to ensure that rankings, backlinks, and AI visibility survive the move.<\/p>\r\n\t\t\t

View →<\/a><\/p>\r\n\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t