In this healthcare-focused episode, MillenniumLive had the pleasure to have Mara Lederman, Chief Operating Officer at Signal 1, to unpack a critical question in today’s healthcare landscape: Why is AI adoption slowing down—even as enthusiasm continues to rise?
Mara brings a deep, operational perspective to the conversation, offering insights into how health systems can move beyond pilot projects and scale AI effectively. Mara provides explanation into the nuances between AI governance vs. AI management, as well as actionable advice on how to lead responsibly without slowing innovation. For healthcare leaders, navigating the complex path of AI deployment can be extraordinarily challenging, but helping health leaders unlock its full potential across their organization is what Signal 1 does best.
Key Topics Include:
- Why so many AI tools stall after pilot phase
- How health systems can adopt portfolio-level oversight for AI
- The biggest misconceptions around managing AI at scale
- What effective monitoring and oversight look like in practice
- Lessons from other industries for healthcare AI
Tune in to learn how to go from AI hype… to AI impact.
Listen on Spotify, Apple Podcasts, and Amazon Music.
About Signal 1
Signal 1 helps health systems unlock the value of their AI investments while managing risk. With built-in governance workflows, real-time monitoring, and ROI tracking, we make it easier to adopt AI responsibly—without slowing innovation.
Purpose-built for healthcare and informed by years of experience managing AI at scale in other industries, Signal 1 empowers healthcare organizations to translate innovation into real clinical, operational, and financial outcomes.
For more information, visit www.signal1.ai














