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AI Publications

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.

Highlights

Landscapes

German AI-Startup Landscape: 2021

Published on March 9, 2021

White Papers

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

Published on October 20, 2020

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Articles

appliedAI Lab

Published on April 26, 2021

We operate the appliedAI Lab, which includes state-of-the-art hardware solutions from leading technology providers including IBM. We establish this lab to map the entire processes from collecting data over operating AI solutions through to evaluating which hardware solutions are optimal and work well and which software solutions support this process from a holistical perspective.

Applied AI pitch lunch series

Digital Tools

appliedAI Pitch Lunch Series

Published on April 23, 2021

The appliedAI pitch lunches are a series of events that are giving voice to some of the most interesting companies featured on the 2021 German AI Startup Landscape. The objective of these events is to connect the most promising startups in Germany with appliedAI’s partner network to spark discussion and potential collaborations.

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Case Studies

Artificial Intelligence in Business and Economy - Free Online Course

Published on April 16, 2021

Within this article of the 'UnternehmerTUM Key Topic Series' you will get insights into the different modules of the course and get to know more about how you and your company can profit from participating in the free online course 'Foundations of AI'!

Applied AI at Linde Case Study

Case Studies

Maturity Level Case Study - Linde

Published on March 17, 2021

In 2017, Linde, the world’s market leader in the field of industrial gases, joined the appliedAI initiative as a partner in order to accelerate the adoption of AI. Linde is currently working toward implementing AI solutions throughout its business units to increase productivity and competitiveness across its value chains and to master the journey to AI maturity. Read how here.

2021 German AI Startup Landscape

Landscapes

German AI-Startup Landscape: 2021

Published on March 9, 2021

The 278 most promising German AI startups working across enterprise functions, enterprise intelligence, technology type and industries.

Landscape of European AI startups acting for climate

Landscapes

AI Climate Startup Landscape

Published on December 3, 2020

Highlighting European champions of AI for Environment by the European Applied AI Alliance

Tech insight stages ML Pipeline assessment

Case Studies

Technical Insight Series - Machine Learning Platform Evaluation

Published on November 26, 2020

European AI Startup Landscape

Landscapes

European AI Startup Landscape

Published on November 25, 2020

On November 17, 2020 the first version of the European AI Startup Landscape was launched which includes over 500 startups from France, Germany and Sweden. Check it out here.

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White Papers

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

Published on October 20, 2020

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.

Why VIDA

Case Studies

Case Study: Village Data Analytics

Published on October 15, 2020

More than 210,000 Mini-Grids are required to achieve the number 7 Sustainable Development Goal: Ensure access to affordable, reliable, sustainable and modern energy for all.

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Case Studies

Maturity Level 2 Case Study - EnBW (Energie Baden-Württemberg)

Published on October 14, 2020

How has EnBW managed to implement AI into the organization, what barriers did they have to overcome during its implementation and what role has appliedAI played within their transformation since they joined our partner network in early 2019? Find the answers to these questions and more here.

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Case Studies

"AI is Always Just a Tool" - Interview with Dr. Philipp Hartmann, Director of AI Strategy at appliedAI

Published on October 5, 2020

In the following interview, which is part of the UnternehmerTUM Key Topic Series, Philipp Hartmann, Director of AI Strategy at appliedAI, reveals how companies can identify realistic use cases, what mistakes companies make during implementation and how an effective implementation of AI can succeed.

AAI Position Paper Mockup 2020

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

In our latest paper we share critical lessons specific to identifying and prioritizing AI use cases and provide a guide around the pitfalls.

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Case Studies

How Corona Crisis is Affecting Artificial Intelligence in Europe - 5 Questions to Dr. Philipp Gerbert

Published on July 1, 2020

Dr. Philipp Gerbert, Future Shaper at UnternehmerTUM and Director at appliedAI sat down to discuss how the Corona crisis is affecting Artificial Intelligence in Europe. Watch the interview here.

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Case Studies

Maturity Level 1 Case Study - World Food Programme

Published on June 9, 2020

On 27 February 2020, the team at appliedAI joined the The United Nations World Food Programme Innovation Accelerator for a workshop to tackle the question "how AI can be used to help achieve zero hunger by 2030".

Applied AI

Case Studies

Artificial Intelligence - the Key to Intelligent Business of the Future?

Published on June 8, 2020

AI has been regarded as the most disruptive future technology in the digital change for several years. But is the potential of AI as promising as the media often present it? How can companies benefit and how do they already work with AI? Read this UnternehmerTUM key topic article to learn more.

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Articles

How Corona is changing AI

Published on March 31, 2020

Corona is a black-swan event for AI and will put it to the test. We discuss some of the implications this development has for the future of the field.

Startup-landscape - 2020 Startup Landscape

Landscapes

German AI-Startup Landscape: 2020

Published on March 4, 2020

The 247 most promising German AI startups working across enterprise functions, enterprise intelligence, AI tech stack and industries.

AAI Whitepaper Mockup Organizing AI

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.

Landscape - AI in mobility

Digital Tools

Artificial Intelligence in mobility

Published on January 31, 2020

Here you find an overview of the potential applications of AI in mobility and what the implications are for the future of this field and industry.

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Newsletter

Monthly Newsletter

Published on October 15, 2019

appliedAI newsletter [in German only]. A collection of the most relevant links from our newsletter for you to browse if you have missed an episode.

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Articles

AI Strategy in 5 Minutes

Published on September 11, 2019

A continuous series about AI strategy in small, digestible chunks. We cover a different topic every time we update this article.

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White Papers

The elements of a comprehensive AI strategy

Published on September 11, 2019

Many companies underestimated the potential of the Internet and had to watch their business models become irrelevant. Only a few learned to adapt; the others did not, and today nobody even remembers their names.

Startup-landscape - 2019 Startup Landscape

Landscapes

German AI-Startup Landscape: 2019

Published on April 18, 2019

The 214 most promising German AI startups working across enterprise functions, enterprise intelligence, AI tech stack and industries.

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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.

Article - Ethical use of AI

Landscapes

AI-Ethics landscape 2019

Published on March 1, 2019

A comprehensive overview of the current landscape of guidelines, frameworks, and principles for the ethical use of artificial intelligence technology.

Landscape - Startups 2019 German Auto Landscape

Landscapes

German AI-Startups Landscape: Autonomous Driving

Published on December 20, 2018

An overview of AI startups that focus on mobility. A project in cooperation with UVC Partners and the Digital Hub Mobility.

Article - Library Use Case Familie

Digital Tools

Library of Use Case Families

Published on October 19, 2018

An interactive overview of how AI is used in the industry - use case families across sectors and niches.

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Articles

German AI Thought Leaders

Published on October 19, 2018

How corporates and startups are setting the tone for the future and applying AI technology in an exemplary manner.

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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

Startup-landscape - 2018 Startup Landscape

Landscapes

German AI-Startup Landscape: 2018

Published on April 13, 2018

The 132 most promising German AI startups working across enterprise functions, enterprise intelligence, AI tech stack and industries.