{"id":12503,"date":"2021-01-12T09:01:29","date_gmt":"2021-01-12T08:01:29","guid":{"rendered":"http:\/\/wordpress.p566832.webspaceconfig.de\/?page_id=12503"},"modified":"2026-07-20T16:35:58","modified_gmt":"2026-07-20T14:35:58","slug":"data-science","status":"publish","type":"page","link":"https:\/\/www.pikon.com\/en\/services\/consulting\/data-science\/","title":{"rendered":"Data Science"},"content":{"rendered":"\t\t
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DATA SCIENCE<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Data-driven value creation in the digital age<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Artificial Intelligence is rapidly becoming part of everyday business. Yet success is not determined by adopting the latest technology it is about applying AI where it creates measurable business value.<\/div>

At PIKON, we believe in Business AI<\/strong>: AI that solves real business challenges, simplifies complexity, and supports better decision-making. By combining deep business process expertise with advanced Data Science and AI technologies, we develop practical solutions that integrate seamlessly into both SAP and non-SAP environments. The result is intelligent solutions that reduce manual effort, improve operational efficiency, and deliver tangible business outcomes.<\/p>

As AI becomes increasingly embedded in business-critical processes, organizations are also expected to understand and justify the decisions AI helps make. A recent global survey found that 92% of CIOs have been asked to defend AI outcomes they could not fully explain<\/strong><\/a>, highlighting that successful AI is not only about innovation, but also about trust, transparency, and measurable results.<\/p>

Whether you’re looking to automate processes, uncover valuable insights from your data, develop AI-powered applications, or explore the potential of intelligent agents, we help you identify the right opportunities and implement solutions that fit your business not the other way around.<\/p>

Find out what our approach is and develop opportunities and potential from your challenges and data.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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What is the definition? What is the difference?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Data Science and Artificial Intelligence (AI) are closely related but serve different purposes. Data Science<\/strong> is about turning raw data into valuable insights helping organisations understand trends, measure performance, and make informed decisions. AI<\/strong>, on the other hand, goes a step further: it uses those insights and advanced algorithms to enable machines to learn, predict, and even act on their own.<\/p>

In simple terms: Data Science explains the \u201cwhat and why,\u201d while AI focuses on the \u201chow to act.\u201d Together, they empower businesses to not only understand their data but also to automate processes, create smarter services, and unlock new opportunities for growth.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Your key benefits:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\"Data<\/figure>

Optimisation of existing business processes<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\"\"<\/figure>

Customize and extend AI solutions for your specific business needs<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\"\"<\/figure>

Reduced routine work and manual effort<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\"\"<\/figure>

AI supports you during your decision-making process<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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We build intelligent business \u2013 starting with our own<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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With our team of data scientists and mathematicians, we create real added value for your company. In times of digitalisation, data is abundant. The important thing is to use it skilfully to build competitive advantages. We support you in this – find out how in a direct exchange.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Our Project Approach<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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We don’t build AI in isolation. We combine the CRISP-DM<\/strong> (Cross-Industry Standard Process for Data Mining) framework with the SAP Activate Methodology<\/strong> to ensure our data science solutions are both analytically sound and seamlessly aligned with your enterprise architecture.<\/p>

Our collaborative, agile process bridges the gap between your business expertise and our technical execution:<\/p>

  1. AI Discovery Workshop (Explore):<\/strong> We start with a joint workshop to understand your business goals, identify high-value use cases, and assess data availability. We align your requirements with the right AI strategy from day one.<\/li>
  2. Data Understanding & Preparation (Realize):<\/strong> You know your data best; we know how to handle it. Data preparation and transformation are often the most time-consuming steps. We build robust, reusable data pipelines to streamline this phase for current and future applications.<\/li>
  3. Agile Prototyping & Modeling (Realize):<\/strong> To prove value quickly, we develop a rapid prototype. We work in short, agile sprints to iteratively refine the AI models based on your feedback.<\/li>
  4. Evaluation & Deployment (Deploy):<\/strong> Once the prototype delivers the desired business value, we transition it into a stable, productive application.<\/li>
  5. Enterprise Operations (Run):<\/strong> We embed the solution into your target infrastructure, whether integrated natively into your SAP landscape, deployed on a major cloud platform, containerized via Docker, or managed as a service.<\/li>
  6. Continuous Evolution & Support (Run):<\/strong> Go-live is just the beginning. We provide long-term maintenance and application support to monitor model performance, and deliver regular technical updates. This ensures your AI application remains highly accurate, secure, and fully aligned with your evolving business processes.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Our Architecture and Toolset<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    We build on the enterprise software your business already trusts. Our data science solutions integrate natively with your SAP landscape and your preferred cloud infrastructure.<\/p>

    SAP AI & Data Ecosystem<\/strong><\/h3>