AI Publications / White Papers

We believe that sharing what we learn about AI is our obligation. The AI-Hub is our public repository of the knowledge artifacts that we build for our partners. Here you can find relevant articles, materials, landscapes and much more. As a partner, you have access to even more, including our workshop materials, tools, etc.

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White Papers

AI Act: Risk Classification of AI Systems from a Practical Perspective

Published on March 24, 2023

A study to identify uncertainties of AI users based on the risk classification of more than 100 AI systems in enterprise functions

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White Papers

AI Act Impact Survey

Published on December 12, 2022

Exploring the impact of the AI Act on Startups in Europe

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White Papers

How to leverage AI to support the European Green Deal

Published on June 30, 2022

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 an important contribution for anyone who wants to understand the key mechanisms and levers for AI to tackle climate change.

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White Papers

Culture, Change, Communication

Published on June 7, 2022

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 concrete measures on how to address the issues of culture, communication, and change in the context of an AI transformation. In doing so, we rely on our experience from successful approaches to foster AI applications in larger enterprises.

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White Papers

Value Assessment of AI Products and Applications

Published on May 2, 2022

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 comprehensive valuation tool, appliedAI, in cooperation with its technology and industry partners, offers a lifeline to those who are confronted with one particularly vexing challenge of AI: Namely, how to best quantify and measure the value contribution of AI initiatives during the course of a company’s journey to AI maturity.

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White Papers

Enterprise Guide for Make-or-Buy Decisions

Published on November 25, 2021

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 solving the make-or-buy question and a selection of the optimal partner and potential pitfalls of different partner types.

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White Papers

Artificial Intelligence for Boards - Gearing up for the Future of Business

Published on October 18, 2021

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 and the 8 top priorities for Boards in the AI Journey.

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White Papers

Response to the 2020 European Commission’s White Paper on AI

Published on August 27, 2020

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 publish a Position Paper outlining our response to the White Paper.

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White Papers

How to find and prioritize AI use cases

Published on July 1, 2020

Critical lessons to identify and prioritize AI use cases.

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White Papers

Building the organization for scaling AI

Published on February 19, 2020

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 learnings from mature AI scalers.

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White Papers

The elements of a comprehensive AI strategy

Published on September 11, 2019

Ein High-Level-Überblick, was die Elemente einer KI-Strategie sind und wie man sie strukturiert.

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White Papers

KPIs for AI-Strategies

Published on March 9, 2019

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

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White Papers

Position Paper: Germany's AI Strategy in 2018

Published on September 20, 2018

the appliedAI Initiative’s standpoint on a German AI strategy