In this episode of the Smarter by Design podcast, Susan Strom and I discuss The Modern Learning Organization Pipeline—a framework for helping AEC firms prioritize and maximize the return on their learning and development investments. For decades, most AEC learning programs have relied on familiar formats: lunch-and-learns, live training sessions, and recorded presentations. But a new generation of tools—AI search, modern intranets, modular learning systems, and knowledge agents—is dramatically increasing the potential ROI of learning assets. When knowledge can be searched instantly, accessed on demand, and revisited whenever someone needs it, learning assets become far more valuable than they used to be. That shift creates a new challenge: how do firms decide where to invest their time and energy? You can’t manage all the knowledge in your firm. So the real question becomes: which knowledge and learning investments produce the greatest return? In this conversation, Susan and I walk through how to identify, prioritize, and design high-impact learning experiences in AEC firms using the Modern Learning Organization Pipeline. Along the way, we explore: Why AEC firms need to evolve into modern learning organizationsHow firms can maximize the value of learning and development investmentsThe DESIRE framework, a practical tool for prioritizing learning opportunitiesWhy learning experiences should increasingly be treated like productsHow firms are modernizing learning experiences for the AI eraHow learning content can become searchable organizational knowledgeWhy learner involvement and piloting are essential to good learning designThe rise of dedicated knowledge and learning roles inside AEC firms Underlying the discussion is a broader idea: the industry is entering a platform shift in how knowledge, learning, and expertise are developed and distributed. As AI-powered knowledge and learning platforms like Synthesis make knowledge more accessible and reusable, the potential return on learning investments is rising dramatically. The challenge for firms is where to invest their time and energy to create the greatest impact. If you’re leading an AEC firm and wondering where to invest in learning, knowledge, and capability building, this episode introduces a practical framework for prioritizing the opportunities that will matter most. Episode ResourcesThe Modern Learning Organization Pipeline: https://www.knowledge-architecture.com/blog/the-modern-learning-organization-pipeline-for-aec-firms GuestsChristopher Parsons, Founder & CEO, Knowledge Architecture As Founder and CEO of Knowledge Architecture, Christopher is responsible for product design, marketing strategy, and organizational health. He is the host of the Smarter by Design podcast and the author of Smarter by Design, a bi-weekly newsletter exploring how leading AEC firms manage information, share knowledge, and build learning organizations. He is also the executive producer of KA Connect, Knowledge Architecture’s annual knowledge and learning management conference for the AEC industry. Christopher has been a technology leader in the AEC industry since 2002, including serving as Chief Information Officer for Steinberg Architects and as Information Technology Director for SMWM (now Perkins+Will). Susan Strom, Chief Client Officer, Knowledge Architecture As our Chief Client Officer, Susan ensures our clients have the resources they need to be successful. Those resources include best practices, training, documentation, and a team of Knowledge Architecture experts who guide our clients every step of the way. During her time at Knowledge Architecture, Susan has led nearly 200 AEC intranet implementations, produced dozens of intranet case studies, and been instrumental in building our client community and client success program. Her previous roles in human resources, construction management, and engineering systems at Mazzetti and Gilbane Building Company allow her to draw upon a broad range of industry experiences to help our clients succeed. CreditsHost: Christopher Parsons Executive Producers: Denise Parsons, Christopher Parsons Editor: Coe Hoeksema Theme Song: “We Took the BART” — Written and Performed by The Parents Chapters(00:00) Episode Introduction (03:00) Why Become a Modern Learning Organization (07:17) Where Marketing and Learning Strategies Converge (09:38) The Modern Learning Organization Pipeline (15:25) DESIRE: A Framework for Prioritizing Learning Investments (21:02) Why Demand and Enthusiasm Matter (24:36) Slow Down to Go Fast: Plan First (28:55) Defining Quality in Learning Design (33:28) How Hybrid Learning Compounds Value (37:42) Design for Retrieval, Not Just Delivery (40:04) From Linear to Just-in-Time Learning (43:29) Why Firms Invest in Learning Roles (50:12) Build a Solid Knowledge Foundation for People + AI (55:39) Involve Learners in the Design Process (01:01:25) Treat Learning Like a Product (01:07:02) Measure Activity, Experience, and Outcomes (01:11:51) Balance Strategy with Progress (01:13:36) Closing