White Papers

Organizations often struggle to scale self-developed ML models in production due to high project failure rates. Our whitepaper introduces the Machine Learning Skill Profiles framework to address...

The use of Large Language Models (LLMs) can lead to a sustainable competitive advantage for a company. However, the decision whether to make or buy LLMs is complex.

The present study identified uncertainties among AI users based on the risk classification of more than 100 AI systems in enterprise functions.

Exploring the impact of the AI Act on Startups in Europe

This whitepaper gives an overview of the many ways in which AI can help the fight against climate change and describes the requirements that are needed to use the potential of AI even better. It is...

This report aims to draw attention to this often-neglected “soft” side of applying AI successfully. It highlights what is special about AI – after all, change is not a new concept – and offers...

The advent of artificial intelligence presents companies with both unique opportunities and – as practitioners’ experience has shown – unique challenges. In this whitepaper and the accompanying...

Built together with our partners, this guide is an attempt to share the experience of ML practitioners in the enterprise sector. Here the contributors discuss and elaborate on the challenges...

This report is intended to provide helpful guidance for make-or-buy decisions with AI. Download the paper to view a structure of the make-or-buy questions, a framework with decision criteria for...

Download our latest paper to learn what every board member needs to know about AI. Discover how AI affects various individual board roles, how these learnings can be readily be applied to boards...

In February of 2020, the European Commission Published the "White Paper On Artificial Intelligence - A European approach to excellence and trust". appliedAI and our partners have come together to...

In this white paper, we share our best-practices and approaches for identifying and prioritizing AI use cases, and provide a guide to avoid pitfalls.

We cover best practices for how to build the organization for scaling AI. Discover the elements needed for a comprehensive AI strategy, an outline for prototypical organizational setup and key...

In this whitepaper, you'll find guidance on how to assess the potential of AI for your business and develop a coherent AI strategy.

Together with the ‘Stiftung Neue Verantwortung’, we have reviewed indicators for successful national AI strategies and how to monitor them.

the appliedAI Initiative’s standpoint on a German AI strategy