Innovative Business Strategies and Tech Trends by Jan Antos

The real challenge of enterprise AI starts after the technology works. The next step is turning individual gains into a new operating model, with different ownership, processes, management practices and governance. Roman Marek, AI Architect at Trask, explains what separates experimentation from real adoption, and why the ultimate test is whether the organization starts working differently.

AI is changing both sides of software security. It helps adversaries find vulnerabilities faster, but it can also shorten the path from finding a problem to fixing it. It also exposes another issue: many companies can already find security problems. The harder part is deciding which ones matter, fixing them fast enough and getting those fixes safely into production without slowing down the business.

Modern banks face increasing pressure to resolve payment card disputes quickly, accurately, and in full compliance with Payment Services Directive 2 (PSD2). MONETA Bank, a leading CEE bank (formerly GE Money Bank), can now automate most of this process with an agentic AI solution co-developed with Trask – reducing handling time from ~16 hours to ~30 minutes.