AMC Tech, NetForum Solutioning, and Using AI to Improve Requirements & QA with Megan Paulini

On this episode of The Association Podcast, Megan Paulini of Associations International, Senior Technical Solutions Specialist and recent AWTC Champion Award winner, shares how she accidentally entered the association world via a temp role and grew from member services into tech solutioning, QA, and deep NetForum work. She explains how an AMC’s shared-services model supports multiple association clients across varied tech stacks and why clear definitions, overcommunication, and documentation prevent costly misunderstandings. Megan reflects on recognition through AWTC, her preference for puzzle-style projects, and practical ways she uses AI daily, including having it review requirements for gaps, interview her with follow-up questions, generate test cases, and build a project forecast spreadsheet to reduce QA bottlenecks. The conversation also touches on realistic personalization, data foundations, and balancing customization with guardrails. 00:43 Guest Intro 01:16 Rapid Fire Questions03:23 How Megan Found Associations04:32 From Member Services to Tech07:26 Inside the AMC Model10:06 Patterns Across Clients12:22 Translating Business to Tech15:56 AWTC Award Spotlight20:37 Favorite Projects and Puzzles21:53 Switching to Maybel Setup22:23 Daily AI Wheel Spin22:59 AI for Better Requirements24:27 AI as Interviewer25:51 Forecasting QA Bottlenecks27:10 Choosing AI Tools30:05 Data Personalization Reality32:52 Progressive Profiling Vision33:23 Career Path Marketing35:12 Role Evolution at AMC38:43 Guardrails Over Customization40:27 Office Rundown Analogy41:03 Closing Takeaways