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Episode #10: The Productivity Paradox: Tech, Time, and the Forces Reshaping Modern Pooling
We’ve never had more tools, data, or technology at our fingertips—yet many leaders feel more stretched than ever. In this milestone one-year anniversary episode of PoolSide, we unpack a question facing public entity risk pools everywhere: Are we actually becoming more productive—or just busier?
In Episode #10, host Michelle Bechamps is joined by Ann Gergen, Executive Director of AGRiP, to explore the real forces reshaping productivity in pooling today, including:
How AI and pooled intelligence are changing expertise, judgment, and decision-making
The impact of shifting demographics and career longevity on innovation and advancement
Why knowledge loss from board and staff turnover quietly erodes productivity
How cognitive and organizational bias slows progress—even in data-rich environments
This isn’t a conversation about chasing efficiency or adopting the next shiny tool. It’s about designing productivity—intentionally, strategically, and human-centered.
The leaders who thrive won’t be the fastest movers. They’ll be the ones asking better questions, building smarter systems, and creating space for thinking—not just doing.
GEM Board Meeting & Members’ Session (Thursday, April 30, 2026)
GEM will hold a one-day Board Meeting and Members’ Session (Members’ Roundtable) on Thursday, April 30, 2026 at the Le Meriden-The Madison. Location: Washington DC

