{"podcast":{"title":"TRXL","slug":"trxl-889287","podcast_index_feed_id":889287,"rss_url":"https://feeds.captivate.fm/trxl/","website_url":"https://www.trxl.co/","image_url":"https://artwork.captivate.fm/295f5e04-2ccf-4d9b-9d04-4cc0c0d2c281/59jPnLxxfCUiW_BZVZwlg9xx.jpg","author":"Evan Troxel","episode_count":244,"summary":"TRXL is the definitive podcast on technology and the architecture and engineering professions — and the longest-running. 200+ episodes. Five years. Conversations with the founders, researchers, designers, and firm leaders who are actually shaping how architecture gets practiced. Hosted by Evan Troxel, a licensed architect with over 25 years in AEC, TRXL is built for architects, BIM managers, design technologists, computational designers, and firm leaders who want to stay ahead of where the profession is going — not catch up after it's already moved. Topics include artificial intelligence in architecture, BIM, digital practice, firm culture, design tools and workflows, project delivery, sustainability, and the organizational transformation that follows when the technology your firm depends on keeps changing. Each episode is a long-form, unscripted conversation with guests who are doing the work — not narrating it from the sidelines. Guests have included firm principals, CTOs and CIOs, software founders, researchers, and practitioners from leading firms and institutions worldwide. Ranked in the top 3% of all podcasts globally.","last_synced_at":"2026-07-29T02:18:39.901454+00:00","page_url":"https://stenobird.com/podcast/trxl-889287"},"episode":{"title":"211: ‘Discovering the Value of AI Through Experimentation’, with James Martin, Jess Purcell, and Chris Parsons","slug":"211-discovering-the-value-of-ai-through-experimentation-with-james-martin-jess-purcell-and-chris-parsons","published_at":"2025-11-04T13:00:00+00:00","page_url":"https://stenobird.com/podcast/trxl-889287/211-discovering-the-value-of-ai-through-experimentation-with-james-martin-jess-purcell-and-chris-parsons","show_page_url":"https://stenobird.com/podcast/trxl-889287","url":"https://trxl.co/211","audio_url":"https://episodes.captivate.fm/episode/cde35631-aea9-4d51-9b2b-b280a30864ca.mp3","summary":"In this special partner episode, Evan Troxel is joined by James Martin and Jess Purcell of Shepley Bulfinch, along with Christopher Parsons of Knowledge Architecture, to explore how AI experimentation in architecture is revealing tangible value inside real firms. The conversation dives deep into how disciplined experimentation—running small, intentional AI pilots with measurable goals—helps firms uncover where AI adds value and where it doesn’t. From documenting workflows and prompt libraries to developing lightweight governance and “trust-but-verify” approaches, the guests share how architecture practices can build safe environments for innovation without sacrificing rigor or control. James and Jess share what’s happening inside Finch, Shepley Bulfinch’s internal knowledge platform, and how a culture of thoughtful documentation and shared learning has accelerated their adoption of new technologies. Chris ties these insights to KM 3.0, emphasizing knowledge in the flow of work and demonstrating how Synthesis AI Search helps architects find and reuse firm knowledge more effectively. Together, they highlight what’s working, what’s still experimental, and how the next generation of digital practice leaders can use process, governance, and culture to make AI truly useful in AEC. Key Topics: How to design and run small AI experiments that deliver measurable value Translating workflows and prompts into reusable firm knowledge Lightweight governance for AI: policies, pilots, and playbooks Building a trust-but-verify framework for quality assurance Applying KM 3.0 to real practice: knowledge in the flow of work How Shepley Bulfinch’s Finch intranet supports experimentation and sharing The role of Synthesis AI Search in improving findability and reuse Scaling successful AI pilo…","meta_description":"In this special partner episode, Evan Troxel is joined by James Martin and Jess Purcell of Shepley Bulfinch, along with Christopher Parsons of Knowledge A…","key_points":[],"chapters":[],"topics":[],"duration_seconds":5408,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/trxl-889287/episodes/211-discovering-the-value-of-ai-through-experimentation-with-james-martin-jess-purcell-and-chris-parsons/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/trxl-889287/211-discovering-the-value-of-ai-through-experimentation-with-james-martin-jess-purcell-and-chris-parsons.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}