We live in what Marcin calls an “instant” market. Since the pandemic, cycles that used to take years have compressed into weeks. Many companies’ response has been to invest in even broader data access. That’s a mistake. 

“People are overloaded with information and often, instead of making a decision, they withdraw from it altogether. Squaber is meant to be a filter — so there’s as little information as possible, but only the informationthat matters.”

In line with current Decision Intelligence trends (Gartner 2026), the key to success is not Data Analytics, but Insight Delivery. Companies that succeed are moving from a “here is a report” model to a “here is a recommendation” model. 

Marcin Tuszkiewicz tempers the enthusiasm surrounding full AI autonomy in business and finance. He reminds us that while technology accelerates research, it still falls short where the stakes involve precisecalculation and accountability. 

“A hammer is also a tool. We’ll either hit our finger or the nail. I wouldn’t trust AI to make a decision for me, but to give me research — yes.”

Takeaways: Use AI to shorten analysis time (so-called Agentic AI), but never hand it the final word in decision-making processes where the margin for error is zero.

*This article is based on the following episode of the Euvic Talks podcast.