The Beyond Capture Podcast

Umony

Beyond Capture is a podcast by Umony, hosted by CEO Dean Elwood, exploring how firms can leverage the vast amounts of data they capture and transform them into a powerful asset.Umony provides capture, archiving and AI-native surveillance solutions to help enterprises navigate governance and regulatory challenges. Featuring Chief Compliance Officers, regulatory compliance experts and industry leaders, we discuss how to move beyond data collection and transform compliance into a proactive and strategic function.

Episodes

  1. Do We Really Trust AI?

    JAN 22

    Do We Really Trust AI?

    In this wide-ranging conversation, Dean Elwood, CEO of Umony, sits down with Alan Charbonneau, CTO of Umony, to explore one of the most pressing questions in today’s AI landscape: what does it really mean to trust intelligent systems? From hallucinations and explainability to hybrid lexicons, human-in-the-loop workflows, and the limits of agentic systems, Dean and Alan break down where AI delivers, where it fails, and why progress may be shifting from “jobs” to “tasks.” They discuss the plateau of model quality, the risks of synthetic data polluting the internet, the economics of failed AI initiatives, and whether we’re chasing AGI for innovation or for the trophy. Along the way, they examine how UX, curation, and “AI seasoning” may hold the key to making AI actually useful, safe, and trustworthy. It’s a conversation about technology, but also about ethics, governance, and what remains fundamentally human as automation scales.   Chapters: 00:00 Intro 01:11 Trusting AI: Where Do We Begin? 03:35 Explainability, Citations & Transparency 06:44 Regulators, Risk & 100% Data Coverage 08:13 Beyond Red Flags: Business Insights & Green Flags 11:14 The Limitations of Lexicons & Fuzzy Models 13:44 The Future Without Lexicons 15:22 Human in the Loop: Why It’s Not Going Anywhere 20:09 AGI: A Goal or a Distraction? 23:39 Big Tech, Valuations & the Trophy Problem 25:59 Apple, Trust & Risk 30:36 The AI Hype Cycle & ROI Reality 33:05 Radiologists, Tasks & Human Judgment 34:57 Chat Interfaces vs Better UX 40:31 When AI Gets Things Wrong  44:58 The Future of Dashboards 47:29 AI in Small Doses

    50 min
  2. Compliance: From Office of No to Office of Unlock

    12/04/2025

    Compliance: From Office of No to Office of Unlock

    In this conversation, Dean Elwood, CEO of Umony, speaks with Dr. Hemma Lomax, Deputy General Counsel, Vice President, and Global Head of Ethics and Compliance at DocuSign, about how purpose, empathy, and neuroscience can transform corporate culture. A former SEC prosecutor and criminal barrister, Hemma shares her journey from enforcing rules to redefining how organizations build trust, integrity, and responsible growth. Together, they discuss leadership, culture, and “the Office of Unlock” — Hemma’s approach to turning compliance from a function of control into a driver of ethical decision-making and innovation. The discussion also explores how regulation, human behavior, and data governance are evolving in the age of AI, and what this means for the future of ethics and compliance in business. Chapters:  00:00 Intro  01:11 Origins and Early Drive  03:22 Building a Global Career  06:17 Resilience and Purpose  09:06 Decision-Making and the Brain  12:21 Radical Empathy and Everyday Integrity  20:34 The Office of Unlock  29:27 Culture, Leadership, and Human Impact  33:50 Vulnerability and Doing Hard Things  35:23 Parenting, Compliance, and Agency  39:08 Influence, Media, and the Power of Messaging  45:44 Compliance as Influence and Trust  52:10 Regulation and Responsibility  1:01:42 Regulators and the Risk Mindset  1:03:56 Data, Trust, and the Green Flag Links to Hemma’s channels: Unless The Podcast  https://www.youtube.com/@UnlessThePodcast/videos Great Women in Compliance https://www.youtube.com/playlist?list=PLD0gUglo89BrSri7MCOCDi0Ovza2bcrrN

    1h 10m
  3. From Language to Intelligence: Risks, Ethics, and Human Progress

    10/29/2025

    From Language to Intelligence: Risks, Ethics, and Human Progress

    In this wide-ranging conversation, Umony CTO Alan Charbonneau sits down with Dietmar Fauser, CIO of Symphony, to explore how language, intelligence, and progress intertwine in the age of AI. From the evolution of trader voice analytics to the rise of agent-to-agent systems, Dietmar shares how Symphony is bridging human communication and machine understanding, and what it means for industries built on trust, compliance, and speed. They discuss the limits of large models, the ethics of autonomous systems, and whether humanity can truly manage the pace of its own progress. Along the way, they reflect on the nature of intelligence, the future of work, and the moral systems that keep us human in an age of accelerating machines. Chapters:  00:00 Intro  01:01 Technology, scale, and the Symphony platform  03:19 From trading floors to AI: Symphony’s evolution  07:06 The rise of generative AI and the moment everything shifted  15:12 Teaching machines to understand trader language  21:46 AI, autonomy, and agent-to-agent systems  32:03 The risks of progress and the need for guardrails  38:50 Jobs, disruption, and the new AI economy  43:47 Are large models plateauing?  49:19 What do humans still do best?  56:34 “We are programmed for progress”: the accelerationist view  01:02:15 Unlocking collective intelligence Here’s the link to the research mentioned in the podcast: https://futurism.com/facebooks-language-creating-ai-bots-are-now-required-to-negotiate-in-english

    1h 6m

About

Beyond Capture is a podcast by Umony, hosted by CEO Dean Elwood, exploring how firms can leverage the vast amounts of data they capture and transform them into a powerful asset.Umony provides capture, archiving and AI-native surveillance solutions to help enterprises navigate governance and regulatory challenges. Featuring Chief Compliance Officers, regulatory compliance experts and industry leaders, we discuss how to move beyond data collection and transform compliance into a proactive and strategic function.