{"podcast":{"title":"The AI in Business Podcast","slug":"the-ai-in-business-podcast-168928","podcast_index_feed_id":168928,"rss_url":"https://techemergence.libsyn.com/rss","website_url":"http://emerj.com","image_url":"https://static.libsyn.com/p/assets/9/c/2/2/9c226d0d338dd5bed959afa2a1bf1c87/1.png","author":"Daniel Faggella","episode_count":1163,"summary":"The AI in Business Podcast is for non-technical business leaders who need to find AI opportunities, align AI capabilities with strategy, and deliver ROI. Each week, Emerj research staff and journalists interview top AI executives from Fortune 2000 firms and unicorn startups - uncovering trends, use-cases, and best practices for practical AI adoption. Visit our advertising page to learn more about reaching our executive audience of Fortune 2000 AI adopters: https://emerj.com/advertise","last_synced_at":"2026-07-04T00:20:08.438260+00:00","page_url":"https://stenobird.com/podcast/the-ai-in-business-podcast-168928"},"episode":{"title":"Why Ensemble Architectures Win Against Real-Time Voice Risk - with Mike Pappas of Modulate","slug":"why-ensemble-architectures-win-against-real-time-voice-risk-with-mike-pappas-of-modulate","published_at":"2026-03-20T06:00:00+00:00","page_url":"https://stenobird.com/podcast/the-ai-in-business-podcast-168928/why-ensemble-architectures-win-against-real-time-voice-risk-with-mike-pappas-of-modulate","show_page_url":"https://stenobird.com/podcast/the-ai-in-business-podcast-168928","url":"https://podcast.emerj.com/why-ensemble-architectures-win-against-real-time-voice-risk-with-mike-pappas-of-modulate","audio_url":"https://traffic.libsyn.com/secure/techemergence/Ed_Modulate_Mike_pappas_03.19.26.mp3?dest-id=151434","summary":"The contact center is shifting from a service channel to a primary point of fraud, where text‑based systems fail to catch the signals that surface only in live voice. In this episode, Mike Pappas, CEO & Co‑Founder at Modulate, joins Emerj's Nick Gertsch to examine how audio‑native, multi‑model analysis exposes social engineering and deepfake‑driven threats that traditional tools routinely miss. The discussion highlights how leaders can strengthen real‑time detection, limit downstream financial and regulatory impact, and evaluate voice‑AI systems based on accuracy, speed, and adaptability to evolving fraud tactics. This episode is sponsored by Modulate . Learn how brands work with Emerj and other Emerj Media options atgo.emerj.com/partner . Want to share your AI adoption story with executive peers? Click go.emerj.com/expert for more information and to be a potential future guest on the 'AI in Business' podcast!","meta_description":"The contact center is shifting from a service channel to a primary point of fraud, where text‑based systems fail to catch the signals that surface only in…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1716,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-ai-in-business-podcast-168928/episodes/why-ensemble-architectures-win-against-real-time-voice-risk-with-mike-pappas-of-modulate/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-ai-in-business-podcast-168928/why-ensemble-architectures-win-against-real-time-voice-risk-with-mike-pappas-of-modulate.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}