
Beyond the AI hype: How regulated businesses can turn AI into real business value
How do you move AI from endless pilots into production, especially in highly regulated industries? In this episode of The esynergy Podcast , Ulrike Eder, CMO at esynergy, speaks with Maria Bines, Co-Founder and CEO of SynapseDX, about what it really takes to operationalise AI in enterprise organisations. Drawing on more than 20 years' experience across financial services, and now SynapseDX, Maria explains why the organisations seeing the greatest success aren't chasing the latest AI trends, they're focusing on what she calls "boring AI": practical, governed, and embedded into everyday business processes. The conversation explores why so many AI initiatives stall at proof of concept, how deterministic workflows bridge the gap between AI and business operations, and why visibility, governance, and accountability are essential for deploying AI at scale. Key topics covered: Why regulated organisations must move beyond AI pilots What "boring AI" really means and why it works Moving from LLM experimentation to operational AI Breaking down silos between business and IT AI governance, compliance, and decision transparency Managing AI costs, token usage, and accountability Treating AI as a business tool, not a replacement for people Maria also shares practical advice for leaders looking to embed AI responsibly: stop treating AI as an experiment and start treating it like any other part of your workforce, with clear ownership, oversight, and measurable outcomes. This episode is essential listening for CTOs, CIOs, AI leaders, enterprise architects, and business executives looking to scale AI beyond experimentation and deliver real business value.


