Designing Modern Learning Organizations: Rethinking AEC Learning & Development in Age of AI (Ep. 4) episode artwork

EPISODE · Apr 9, 2026 · 47 MIN

Designing Modern Learning Organizations: Rethinking AEC Learning & Development in Age of AI (Ep. 4)

from AEC GrowthCast · host PSMJ Resources

In this episode, Christopher Parsons, Founder and CEO of Knowledge Architecture, offers a vision for transforming your AEC firm into a Modern Learning Organization—one that continuously captures, shares, and scales expertise even as projects grow more complex, experienced professionals retire, and AI reshapes the field.Christopher joins host and PSMJ President Gregory Hart with real-world examples of how leading AEC firms are accelerating knowledge transfer through curated learning paths, expert-led video, modular content, hybrid instructional models, and AI-powered search. You'll discover practical patterns for blending on-demand education, social learning, and emerging AI agents into a system that makes your entire organization smarter and more adaptive.Whether you're facing a wave of retirements, siloed expertise, generational shifts, or wondering how AI will change your firm, this session delivers concrete next steps—and helps leaders walk away with clarity on where to start and how to design an organization that keeps learning no matter what the future brings.Learn more about Christopher Parsons and Knowledge Architecture: https://www.knowledge-architecture.com Learn more about PSMJ's AEC TalentMAX Conference: https://www.psmj.com/talentmaxBook of the Month: https://go.psmj.com/the-value-pricing-imperative-for-design-firmsNot a PSMJ PRO member? Learn more: http://www.psmj.com/psmjpromembershipChapters1:11 Metric of the Month5:27 Who is Christopher Parsons?6:57 The History of Knowledge Management9:41 The Hourglass Org Chart11:47 The Evolution of Knowledge Management15:00 AI's Role in Knowledge Management16:47 Learning and Development in AEC Firms20:05 Project Management and Knowledge Transfer22:29 Generational Shifts and Business Design24:11 Strategies for Effective Knowledge Transfer29:05 The Role of Operations in Knowledge Management 31:15 AEC TalentMAX 202632:42 The Future of Knowledge Management and AI Integration35:52 Anthropic Spider Plot36:46 Five Minute Fix43:38 Book of the MonthTakeawaysAI is the primary catalyst driving the renaissance in AEC knowledge management.The "missing middle" generation lost during the dot-com crash and 2008 crisis is creating a critical knowledge transfer gap.The traditional AEC apprenticeship model is broken; firms must get intentional about accelerating skill development.KM has evolved through three eras: digitization (KM 1.0), social sharing (KM 2.0), and AI-powered retrieval (KM 3.0).Onboarding, design technology fluency, and project management are the top LMS use cases.KM is increasingly reporting through operations, signaling its strategic importance.KM strategy should start with core business challenges—scaling expertise, M&A integration, quality, retention—and work backward.AI agents will soon be central to AEC operations, with employees managing agents before they manage people.Host: Gregory HartProducers: Gregory Hart, Pete McPherson, Molly McElaneyEditor: Molly McElaneySpecial thanks to Riverside FM!

In this episode, Christopher Parsons, Founder and CEO of Knowledge Architecture, offers a vision for transforming your AEC firm into a Modern Learning Organization—one that continuously captures, shares, and scales expertise even as projects grow more complex, experienced professionals retire, and AI reshapes the field.Christopher joins host and PSMJ President Gregory Hart with real-world examples of how leading AEC firms are accelerating knowledge transfer through curated learning paths, expert-led video, modular content, hybrid instructional models, and AI-powered search. You'll discover practical patterns for blending on-demand education, social learning, and emerging AI agents into a system that makes your entire organization smarter and more adaptive.Whether you're facing a wave of retirements, siloed expertise, generational shifts, or wondering how AI will change your firm, this session delivers concrete next steps—and helps leaders walk away with clarity on where to start and how to design an organization that keeps learning no matter what the future brings.Learn more about Christopher Parsons and Knowledge Architecture: https://www.knowledge-architecture.com Learn more about PSMJ's AEC TalentMAX Conference: https://www.psmj.com/talentmaxBook of the Month: https://go.psmj.com/the-value-pricing-imperative-for-design-firmsNot a PSMJ PRO member? Learn more: http://www.psmj.com/psmjpromembershipChapters1:11 Metric of the Month5:27 Who is Christopher Parsons?6:57 The History of Knowledge Management9:41 The Hourglass Org Chart11:47 The Evolution of Knowledge Management15:00 AI's Role in Knowledge Management16:47 Learning and Development in AEC Firms20:05 Project Management and Knowledge Transfer22:29 Generational Shifts and Business Design24:11 Strategies for Effective Knowledge Transfer29:05 The Role of Operations in Knowledge Management 31:15 AEC TalentMAX 202632:42 The Future of Knowledge Management and AI Integration35:52 Anthropic Spider Plot36:46 Five Minute Fix43:38 Book of the MonthTakeawaysAI is the primary catalyst driving the renaissance in AEC knowledge management.The "missing middle" generation lost during the dot-com crash and 2008 crisis is creating a critical knowledge transfer gap.The traditional AEC apprenticeship model is broken; firms must get intentional about accelerating skill development.KM has evolved through three eras: digitization (KM 1.0), social sharing (KM 2.0), and AI-powered retrieval (KM 3.0).Onboarding, design technology fluency, and project management are the top LMS use cases.KM is increasingly reporting through operations, signaling its strategic importance.KM strategy should start with core business challenges—scaling expertise, M&A integration, quality, retention—and work backward.AI agents will soon be central to AEC operations, with employees managing agents before they manage people.Host: Gregory HartProducers: Gregory Hart, Pete McPherson, Molly McElaneyEditor: Molly McElaneySpecial thanks to Riverside FM!

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This episode was published on April 9, 2026.

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In this episode, Christopher Parsons, Founder and CEO of Knowledge Architecture, offers a vision for transforming your AEC firm into a Modern Learning Organization—one that continuously captures, shares, and scales expertise even as projects grow...

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