Marin Niehues

AI beyond the code: Master your organisational AI implementation.

What's the biggest threat to your AI project? It's not the code, but a manager who says, "This data is mine."

AI beyond the code: Master your organisational AI implementation.
#1about 6 minutes

The challenge of optimizing tire production planning

Manual production planning for expensive machinery leads to inefficiencies and lost revenue, creating a clear business need for an AI-driven solution.

#2about 3 minutes

Assembling the team and building the initial concept

A cross-functional team of data engineers, scientists, and AI engineers is formed and successfully develops the core AI model concept in the initial sprints.

#3about 7 minutes

Distinguishing true AI from legacy rule-based algorithms

The project is challenged by a legacy system mistaken for AI, highlighting the organizational need to understand the difference between basic algorithms and self-learning systems.

#4about 7 minutes

Data silos are the enemy of machine learning

Being denied access to real production data reveals that organizational data silos and a lack of data governance will prevent any machine learning model from succeeding.

#5about 5 minutes

How C-level micromanagement creates organizational overhead

Escalating issues to the C-level results in a series of unproductive workshops and a bloated, unfunded task force, demonstrating how micromanagement stifles progress.

#6about 3 minutes

Six key strategies for successful organizational AI adoption

A summary of crucial lessons learned includes fostering AI understanding, building shared commitment, implementing a data strategy, removing silos, and empowering expert teams.

Related jobs
Jobs that call for the skills explored in this talk.

Featured Partners

Related Videos

See all videos
From Syntax to Singularity: AI’s Impact on Developer Roles58:06

From Syntax to Singularity: AI’s Impact on Developer Roles

Anna Fritsch-Weninger

Big Business, Big Barriers? Stress-Testing AI Initiatives.27:53

Big Business, Big Barriers? Stress-Testing AI Initiatives.

Marin Niehues

Beyond the Hype: Real-World AI Strategies Panel24:07

Beyond the Hype: Real-World AI Strategies Panel

Mike Butcher, Jürgen Müller, Katrin Lehmann & Tobias Regenfuss

Developing an AI.SDK38:12

Developing an AI.SDK

Daniel Graff & Andreas Wittmann

Panel discussion: Developing in an AI world - are we all demoted to reviewers? WeAreDevelopers WebDev & AI Day March202547:35

Panel discussion: Developing in an AI world - are we all demoted to reviewers? WeAreDevelopers WebDev & AI Day March2025

Laurie Voss, Rey Bango, Hannah Foxwell, Rizel Scarlett & Thomas Steiner

Building Products in the era of GenAI59:39

Building Products in the era of GenAI

Julian Joseph

Inside the AI Revolution: How Microsoft is Empowering the World to Achieve More1:09:49

Inside the AI Revolution: How Microsoft is Empowering the World to Achieve More

Simi Olabisi

How Machine Learning is turning the Automotive Industry upside down26:55

How Machine Learning is turning the Automotive Industry upside down

Jan Zawadzki

From learning to earning

Jobs that call for the skills explored in this talk.

AI Engineer

SupplyOn AG
Hallbergmoos, Germany

API
Java
Azure
Python