AltaSigma Blog

Use Cases, Methoden und Technologien rund um Künstliche Intelligenz.

Uplift Modeling – Testing the impact of marketing treatments

03.04.2024 by Stefan Weingaertner

Harnessing the power of AI and Uplift Modeling to drive personalized customer approaches, minimize scatter effects, and enhance campaign efficiency sustainably.
Uplift Modeling
Causal Inference
Incremental Response Modeling
Data Science

Explainable AI - building trust through insights into the operation of AI models

27.03.2024 by Stefan Weingaertner

Explore how Explainable AI sheds light on the inner workings of AI models, enhances transparency, and increases acceptance of AI decisions.
Explainable AI
Artificial Intelligence
Machine Learning

Boost Direct Marketing Efficiency: Unlock Maximum Potential with Campaign Optimization

20.03.2024 by Stefan Weingaertner

Unlocking boundless potential: Artificial Intelligence and Optimization Algorithms Revolutionize Campaign Automation Limits.
Campaign Optimization
Operations Research
Artificial Intelligence
Data Science

Generative AI for the analysis of sensitive enterprise data

02.03.2024 by Stefan Weingaertner

How enterprises can retain complete data sovereignty when operating Generative AI and Retrieval Augmented Generation (RAG).
Generative AI
Enterprise AI
Private Cloud

Learning on the Edge - Federated Learning & Swarm Learning

01.03.2024 by Stefan Weingaertner

Discover how federated learning and swarm learning techniques ensure compliance with stringent data protection regulations while updating AI models directly at the data source.
Federated Learning
Swarm Learning
Edge Learning
Artificial Intelligence

Process Mining - Functionality, benefits, and fields of application

09.03.2023 by Stefan Weingaertner

How to use process mining to automatically visualize process flows, analyze value streams, and reconstruct process models from digital event data.
Use Case
Process Mining
Data Science