# Beyond the Hype: Building Ethical AI for Business

Page: https://stenobird.com/podcast/the-bridgecast-with-scott-kinka-5670774/beyond-the-hype-building-ethical-ai-for-business
Text version: https://stenobird.com/podcast/the-bridgecast-with-scott-kinka-5670774/beyond-the-hype-building-ethical-ai-for-business.md
Podcast: [The Bridgecast with Scott Kinka](https://stenobird.com/podcast/the-bridgecast-with-scott-kinka-5670774)
Published: 2026-04-08T13:00:00+00:00
Episode link: https://podcasts.fame.so/e/x8y735v8-dr-eva-marie-muller-stuler
Audio file: https://media.fame.so/8mk3kpk8.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/the-bridgecast-with-scott-kinka-5670774/episodes/beyond-the-hype-building-ethical-ai-for-business
Duration seconds: 2470

## Resource

In this episode of The Bridgecast, host Scott Kinka sits down with Dr. Eva-Marie Muller-Stuler, founder and chief AI officer at the Hummingbird Group, to discuss the transition from the "Wild West" of early data science to the modern era of responsible AI. With over 25 years of experience leading AI initiatives at IBM and EY and advising global bodies like the UN and UNESCO, Dr. Eva-Marie reveals why the biggest mistake enterprises make is treated AI as a technology project rather than a business strategy. This conversation explores the critical importance of data quality, the reality of algorithmic bias, and why keeping humans in the loop is essential for long-term success. To find out how Bridgepointe Technologies helps businesses make IT decisions faster with world-class engineering support and ongoing guidance, head to https://bridgepointetechnologies.com/

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-bridgecast-with-scott-kinka-5670774/episodes/beyond-the-hype-building-ethical-ai-for-business/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/the-bridgecast-with-scott-kinka-5670774/beyond-the-hype-building-ethical-ai-for-business.md` — Read the agent-friendly Markdown representation of this episode resource.

A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed.

## Transcript

Full transcripts are not published on public pages unless there is a clear rights basis.