# 🎧 START pod: Raffi Isanians, Founder & CEO, Mage Legal "Automatic AI M&A Legal Diligence" Page: https://stenobird.com/podcast/start-7171926/start-pod-raffi-isanians-founder-ceo-mage-legal-automatic-ai-m-a-legal-diligence Text version: https://stenobird.com/podcast/start-7171926/start-pod-raffi-isanians-founder-ceo-mage-legal-automatic-ai-m-a-legal-diligence.md Podcast: [START](https://stenobird.com/podcast/start-7171926) Published: 2026-03-24T02:32:37+00:00 Episode link: https://share.transistor.fm/s/1ca6ae55 Audio file: https://media.transistor.fm/1ca6ae55/43caebaa.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/start-7171926/episodes/start-pod-raffi-isanians-founder-ceo-mage-legal-automatic-ai-m-a-legal-diligence Duration seconds: 2583 ## Resource Attorneys are trained to spot issues. That’s literally what law school teaches. Show them your product, and the first thing they’ll say is: “the margin is off on this.” Every hour they spend learning software is an hour they’re not billing. Raffi Isanians knows that because he lived it. Kirkland. Gunderson. Years inside private equity and venture work. That’s why Mage Legal has a simple standard: if a lawyer opens the product with no instructions and can’t figure it out, "we’re failing" Comprehensive AI coverage across the entire data room: red and yellow flags, diligence memos, disclosure schedules, redline comparison. 1,500 documents in tens of minutes. All async. 05:15 - Puts a TOS into ChatGPT 3.5, comes back 85-90% there 06:20 - Every hour learning a tool is an hour not billed 08:37 - The product worked, nobody wanted it 09:00 - YC partner on the two-year window 09:53 - AI is an F1 engine in a world of bicycles 13:00 - Clients are pushing AI adoption, not the lawyers 15:19 - The goal is zero behavior change 17:00 - 1,500 documents, diligence memos, tens of minutes 18:22 - One good associate now does the work of six 30:56 - Engineers simplify, lawyers complicate 33:00 - 11PM, picture of his daughter, back to work 40:34 - Simple enough to use with zero instructions ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/start-7171926/episodes/start-pod-raffi-isanians-founder-ceo-mage-legal-automatic-ai-m-a-legal-diligence/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/start-7171926/start-pod-raffi-isanians-founder-ceo-mage-legal-automatic-ai-m-a-legal-diligence.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.