/ Insights /
/ How we work /
August 20, 2026
Most software never gets to touch a moving vehicle. In traditional development, between 60% and 80% of all written code is estimated to create zero or even negative value for the customer. If it even reaches production at all.
Fredrik Kangevall
/ How we work /
March 19, 2026
For the past two weeks Håkan hasn't written a single line of code. Everything he has shipped has been generated by AI. It naturally impacts productivity, but it also has a massive impact on quality.
Fredrik Kangevall
/ AI Forecasting & Operational Excellence /
May 07, 2024
The move towards AI in labour forecasting within the retail sector underscores a strategic pivot from reliance on traditional, rule-based models to embracing the adaptability and precision offered by machine learning and AI technologies. This approach promises not only to refine labour forecasting but also to catalyse a broader organisational transformation in how data-driven decisions are made and trusted. But is it really better, and what does an implementation mean?
Fredrik Kangevall, Fredrik Moeschlin, and Karl Svensson
