Transforming an idea into a successful machine learning (ML)-based product involves navigating various challenges. In this final part of our series, we delve into two crucial aspects: ensuring 24/7 operation of the product and prioritising user experience (UX).

Generative AI models have recently amazed with unprecedented outputs, such as hyper-realistic images, diverse music, coherent texts, and synthetic videos, sparking excitement. Despite this progress, addressing ethical and societal concerns is crucial for responsible and beneficial utilization, guarding against issues like misinformation and manipulation in this AI-powered creative era.

ERNI is setting an agenda for growth and innovation with the appointment of Peter Zuber as Managing Director of the Swiss business unit. With his previous experience and expertise, he will further expand the positioning of ERNI Switzerland, as a leading consulting firm for software development and digital innovation.

The second article from the series on data-driven projects, explores common challenges that arise during their execution. To illustrate these concepts, we will focus on one of ERNI’s latest project called GeoML. This second article focuses on the second part of the GeoML project: Idea2Proof.

In this series of articles (three in total), we look at data-driven projects and explore seven common challenges that arise during their execution. To illustrate these concepts, we will focus on one of ERNI’s latest project – GeoML, dealing with the development of a machine learning algorithm capable of assessing road accident risks more accurately than an individual relying solely on their years of personal experience as a road user, despite limited resources and data availability.

The future of work involves collaboration between robots and humans. After many years of integrating technology into work dynamics, the arrival of collaborative robots, or cobots, is a reality, boosting not only safety in the workplace but also productivity and efficiency in companies.

Struggling with a difficult software application is like forcing a lid onto a poorly fitting container. This article explores the significance of user experience (UX) in software development. Discover how prioritising UX improves efficiency and customer satisfaction and reduces risks and costs. Join us as we uncover the key to successful software applications through user-centric design.

With the rise of cyber threats and the growing dependence on technology, businesses must recognize the significance of application security as a fundamental pillar for protecting sensitive information and preserving operational resilience.