Contact
Back to overview

Agentic AI Whitepaper:
'The Agentic Shift'

How AI Agents are Transforming Architectures, Workflows, and Enterprise Value

  • Published:
  • Author: [at] Editorial Team
  • Category: Whitepaper
Table of Contents
    The Agentic Shift, Agentic AI whitepaper by Alexander Thamm [at]
    Alexander Thamm GmbH 2025, GenAI

    Agentic AI is transforming the way we work, collaborate, and create business value.Moving beyond the limits of traditional AI, it enables customizable systems of specialized Agents, each designed for a specific task, yet able to collaborate as a team.

    This whitepaper explores the promises, technical architectures, and real-world applications of Agentic AI. It’s not about trends or hype, but about what’s already working, what’s coming next, and how Europe can—and must—help shape this future.

    In it, we also take a look ahead and think about how the Agentic Future may evolve and develop in the time coming.

    Table of Contents of the Whitepaper

    This paper takes you from first principles to production – explaining what AI Agents are, how agentic architectures work, where the pitfalls lie, and how to deliver real business value.

    1. What are AI Agents?
    2. Technical Introduction to Agentic AI
    3. Promises and Pitfalls of Agentic AI
    4. How to get started with Agentic AI
    5. Making Business with Agentic AI
      1. Chatting with Tables: Query Business Data with Agentic AI
      2. Agentic RAG: Making Retrieval Systems more Autonomous
    6. Predictions – Shaping the Agentic Future

    Download Whitepaper for Free

    Share this post:

    Author

    [at] Editorial Team

    With extensive expertise in technology and science, our team of authors presents complex topics in a clear and understandable way. In their free time, they devote themselves to creative projects, explore new fields of knowledge and draw inspiration from research and culture.

    Cookie Settings
    X

    Cookie Consent

    This website uses necessary cookies to ensure the operation of the website. An analysis of user behavior by third parties does not take place. Detailed information on the use of cookies can be found in our privacy policy.

    I accept all cookies

    Individual Cookie Settings

    Only accept required cookies.

    Privacy Notes Imprint

    X

    Privacy settings

    Here is an overview of all cookies use

    Required Cookies

    These cookies are needed to let the basic page functionallity work correctly.

    Show Cookie Informationen

    Hide Cookie Information

    Hubspot CMS

    HubSpot CMS is a content management system that uses various cookies to track visitor interactions.

    Provider:HubSpot European Headquarters 1 Sir John Rogerson's Quay Dublin 2, Ireland
    Cookiename:__hstc; hubspotutk; __hssc; __hssrc; __cf_bm; __cfruid
    Runtime:6 months; 6 months; 30 minutes; session end; 30 minutes; session end
    Privacy source url:https://legal.hubspot.com/privacy-policy
    Host:.hubspot.com

    Matomo Analytics

    Matomo is an open-source web analytics solution that emphasizes data privacy and sovereignty and records statistical user data.

    Provider:InnoCraft Ltd., 150 Willis St, 6011 Wellington, New Zealand
    Cookiename:_pk_id..; _pk_ses..
    Runtime:13 months; 30 minutes
    Privacy source url:https://matomo.org/gdpr-analytics/
    Host:.matomo.cloud

    Cookies for external Content

    Content for Videoplatforms und Social Media Platforms will be disabled automaticly. To see content from external sources, you need to enable it in the cookie settings.

    Show Cookie Informationen

    Hide Cookie Information

    YouTube

    YouTube uses various cookies to manage user settings and track user interactions. Will unlock YouTube content.

    Provider:Google Ireland Limited, Gordon House, Barrow Street, Dublin 4, Ireland
    Cookiename:YSC; VISITOR_INFO1_LIVE; PREF
    Runtime:Session end; 6 months; 8 months
    Privacy source url:https://policies.google.com/privacy
    Host:.youtube.com

    Podigee

    Will unlock content from the podcast hosting service Podigee.

    Provider:Podigee GmbH, Revaler Straße 28, 10245 Berlin, Germany
    Cookiename:Not specified
    Runtime:Not specified
    Privacy source url:https://www.podigee.com/en/about-us/privacy/
    Host:.podigee.com

    Google Maps

    Used to unblock Google Maps content. Google Maps uses cookies to store user preferences and facilitate usage.

    Provider:Google Ireland Limited, Gordon House, Barrow Street, Dublin 4, Ireland
    Cookiename:SID; HSID; NID
    Runtime:2 years; 2 years; 6 months
    Privacy source url:https://policies.google.com/privacy
    Host:.google.com

    Save

    BackOnly accept required cookies.

    Privacy Notes Imprint

    Your cookie settings do not allow external content from Google Maps.