# AI Without the Hype: A Practical Starting Point for In-House Counsel

Page: https://stenobird.com/podcast/cles-you-actually-want-to-hear-7072333/ai-without-the-hype-a-practical-starting-point-for-in-house-counsel
Text version: https://stenobird.com/podcast/cles-you-actually-want-to-hear-7072333/ai-without-the-hype-a-practical-starting-point-for-in-house-counsel.md
Podcast: [CLEs You Actually Want to Hear](https://stenobird.com/podcast/cles-you-actually-want-to-hear-7072333)
Published: 2026-09-10T14:00:00+00:00
Episode link: https://rss.com/podcasts/cle-you-actually-want-to-hear/3059845
Audio file: https://content.rss.com/episodes/294811/3059845/cle-you-actually-want-to-hear/2026_08_10_22_50_43_ece5b6c4-a52a-42c4-ba6a-e84a2ce16bb1.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/cles-you-actually-want-to-hear-7072333/episodes/ai-without-the-hype-a-practical-starting-point-for-in-house-counsel
Duration seconds: 3657

## Resource

In-house legal teams are expected to do more with fewer resources. AI has the potential to improve productivity, but with hundreds of tools on the market and constant headlines, it can be difficult to know where to begin. This practical session helps in-house counsel cut through the noise and make informed decisions about where AI can add real value. Rather than focusing on the latest tools, we’ll start with the problems you’re trying to solve, identify opportunities for meaningful efficiency, and discuss how to evaluate AI solutions without creating unnecessary risk or complexity. You’ll leave with a practical framework for assessing AI opportunities, increasing productivity, and confidently taking the next step in your AI journey. Participants will learn how to: Identify the legal tasks where AI delivers the greatest return on investment. Distinguish genuine productivity gains from marketing hype. Evaluate AI tools through the lens of efficiency, accuracy, security, and legal risk. Develop a practical roadmap for introducing AI into their legal department. Apply immediately actionable strategies to save time and focus on higher-value legal work. Audio versions of Beverly Hills Bar Association programs are eligible for Self-Study CLE credit in California. Visit www.bhba.org/podcasts for more information.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/cles-you-actually-want-to-hear-7072333/episodes/ai-without-the-hype-a-practical-starting-point-for-in-house-counsel/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/cles-you-actually-want-to-hear-7072333/ai-without-the-hype-a-practical-starting-point-for-in-house-counsel.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.