# CTO Seever Sulaiman on AI, Machine Learning, and the Virtual Economist | March 17, 2026 Page: https://stenobird.com/podcast/optimal-insights-mortgage-data-capital-markets-insights-7025480/cto-seever-sulaiman-on-ai-machine-learning-and-the-virtual-economist-march-17-2026 Text version: https://stenobird.com/podcast/optimal-insights-mortgage-data-capital-markets-insights-7025480/cto-seever-sulaiman-on-ai-machine-learning-and-the-virtual-economist-march-17-2026.md Podcast: [Optimal Insights - Mortgage Data & Capital Markets Insights](https://stenobird.com/podcast/optimal-insights-mortgage-data-capital-markets-insights-7025480) Published: 2026-03-17T11:00:00+00:00 Episode link: https://optimal-insights.captivate.fm/episode/cto-seever-sulaiman-on-ai-machine-learning-and-the-virtual-economist-march-16-2026 Audio file: https://episodes.captivate.fm/episode/850d180e-fdac-45b7-92ed-bcf27b1555c6.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/optimal-insights-mortgage-data-capital-markets-insights-7025480/episodes/cto-seever-sulaiman-on-ai-machine-learning-and-the-virtual-economist-march-17-2026 Duration seconds: 2679 ## Resource In this week's episode of Optimal Insights, Jim Glennon and CTO Seever Sulaiman discuss how Optimal Blue is deploying AI and machine learning across its platform, including a live demonstration of the newly unveiled Virtual Economist, a tool that combines large language model technology with four proprietary machine learning models to answer mortgage and economic questions in plain English. Alex Hebner and James Cahill open with a market update covering oil prices, inflation risk, the ROAD to Housing Act, and Powell's final FOMC meeting. They share their expert opinions and insight into how these factors are shaping the industry and the broader economic landscape. Key Points The market update covers rising oil prices from the Iran conflict, inflation risk above 3%, a halved Q4 GDP reading, and the ROAD to Housing Act passing the Senate 89 to 10 Optimal Blue's Virtual Economist combines generative AI with four proprietary machine learning models to answer complex mortgage and economic questions in plain English Optimal Blue has deployed more than 12 AI agents into its platform, with a focus on increasing development capacity without reducing headcount Human oversight remains non-negotiable for AI-assisted code in financial engineering environments Optimal Insights Team: Jim Glennon, Senior Vice President of Hedging and Trading Operations Alex Hebner, Hedge Account Manager James Cahill, MSF/MSR Account Manager Special Guest: Seever Sulaiman, Chief Technology Officer, Optimal Blue Production Team: Executive Producer: Sara Holtz Producer: Matt Gilhooly Commentary included in the podcast shall not be construed as, nor is Optimal Insights providing, any legal, trading, hedging, or financial advice. Mentioned in this episode: Optimal Blue Study - MarketWise Advisors Mortgage… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/optimal-insights-mortgage-data-capital-markets-insights-7025480/episodes/cto-seever-sulaiman-on-ai-machine-learning-and-the-virtual-economist-march-17-2026/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/optimal-insights-mortgage-data-capital-markets-insights-7025480/cto-seever-sulaiman-on-ai-machine-learning-and-the-virtual-economist-march-17-2026.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.