Whitepaper
26
.
06
.
2025

Systematically leading AI projects to success

Leonard Plotkin
Managing Partner | Lead Data Scientist

The guide for managers of software projects with AI and machine learning technologies

(German version)

  • 6 reasons why AI projects fail with specific prevention strategies
  • Instructions: From the selection of the use case to the rollout
  • Best practices from experts (>15 years of experience) in the areas of machine learning, data science & AI

What to expect

This white paper provides executives and project managers with comprehensive guidance on how to integrate artificial intelligence (AI) into their business processes and software products. The aim is to provide practical guidance and strategic insights to successfully manage AI projects from conception to implementation and beyond.

It answers questions such as:

How do I identify the right AI project? Targeted questions will guide you step-by-step to identify the most suitable AI project for your company.

Why do AI initiatives fail? The white paper highlights typical challenges and pitfalls of AI projects and offers incentives on how you can avoid them.

How do I design the roadmap for an AI project? It presents a best practice roadmap and highlights AI-specific aspects to consider when creating a realistic roadmap.

Why should I think about data strategy? The white paper highlights the dangers of launching AI projects without a solid data strategy and guides you through questions about how to create them.

How do I choose technology and tools? In this chapter, methods for evaluating and selecting suitable AI platforms, frameworks and tools are presented.

What does an effective AI rollout look like? It provides insights into proven strategies and best practices for a smooth and successful rollout of AI solutions.

What should you consider when it comes to staff? The most important considerations and best practices for AI project personnel are discussed in this chapter.

Overall, this white paper not only provides theoretical knowledge, but also practical tools and strategies to successfully plan, implement and manage AI projects.

Whether you're new to this space or have previous experience, it provides valuable insights and guidance to set your AI initiatives on the road to success.

Get the free guide now

Get our exclusive practical guide for successful AI projects.

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Florian Harnisch

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Florian Harnisch
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+49 155 63593445
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