ASAE’s annual conference is always a snapshot of what’s buzzing in the world of associations and the industry overall. This year in Indianapolis, we had multiple AH staff members at our booth talking to attendees, attending packed sessions, and sharing their expertise on stage.

Here’s what they heard, what surprised them, and what’s still the same:

AI Is Everywhere. Strategy Is Still Catching Up.

If you thought the conference was going to be a respite from the constant coverage and conversation about artificial intelligence (AI) and its impact on life, business, and the world, you would have been mistaken. There is no escape from AI.

Vendors showcased a growing range of AI-driven products and features. At the same time, association leaders asked increasingly practical questions about how these tools differ from general-purpose platforms such as ChatGPT, Claude, and Gemini. The conversation reflected a broader challenge for the sector: many organizations are still working to understand what AI can do, where specialized tools provide added value, and how staff and volunteers can use them responsibly.

And for leaders, the first question should not be whether AI can reduce headcount. The real opportunity is how it creates more value for members and gives staff more time to focus on work that requires human judgment, relationships, and experience. As one session put it, the mindset should be "human first, human last." AI is in the middle, not AI instead.

Some of the most useful AI learning came from the CEO Summit, where attendees worked through five questions designed to test an organization’s value proposition in a world where information and analysis are becoming faster and easier to access:

• What do our customers say they value most today?
• Which of these values will still matter when know-how is free and instant?
• Which of these values can we no longer charge extra for, because they've become table stakes?
• Where will customers still want (and pay for) a uniquely human touch?
• What brand-new value could we create now that intelligence is cheap? What is something customers don't even know to ask for yet?

Regardless of where your organization is on its AI journey, these five questions are worth soaking in.

Metrics Don’t Move Boards, Stories Do.

Other ASAE sessions explored the core idea that financial reporting shouldn't stop at "what happened." It must answer "why," and connect it back to larger organizational strategy. When the conversation is buried in spreadsheets, leaders can get lost in the numbers.

Financial reports work best when they push a board toward higher-level governance and strategic questions rather than a line-by-line reading of the numbers. Are renewals down because of a one-time event, or a structural shift in membership? Is a program losing money because it's failing, or because it was never designed to be a revenue driver in the first place? Data and analytics should open the conversation, not replace it.

Permission to Fail

Another idea percolating made the case for organizations to consider some of their work to be research and development. Sometimes you experiment specifically expecting to fail. That's how you learn what actually works.

The session described an “intelligent failure” as one that:

• It happens in new territory.
• There's a credible opportunity to advance toward a real goal.
• It's informed by the best available knowledge, a genuine hypothesis, not a guess.
• The failure itself is no bigger than it needs to be to generate new knowledge.

On paper, this approach may not sound radical. In practice, it requires a different way of thinking. Many associations still treat failure as evidence of poor performance rather than a deliberate, controlled way to test ideas and learn what works.

This same willingness to learn from evidence should also shape decisions about existing programs. Program sunsetting was another recurring topic throughout the event, particularly the challenge of retiring initiatives that retain internal support but no longer deliver enough value to justify the resources they require.

Building regular, honest evaluation into the planning process helps leaders identify which products, programs, and services should continue, which need to change, and which have reached the end of their useful life.

The Membership Model Is Evolving

One of the conference’s most consistent themes was how associations are adapting their membership models to changing expectations. Leaders spoke candidly about what members value today, where traditional approaches may need to evolve, and how associations can strengthen the connection between participation and value.

Many associations are paying close attention to shifts in membership. As long-tenured members retire or step away, attracting and retaining the next generation can require a different approach. Newer members may engage differently, with expectations shaped by greater choice, flexible access, and a clearer connection between cost and value.

Some associations are beginning to place less emphasis on the word “membership” and more on specific opportunities such as professional development and program participation. Employers may be more inclined to support training, credentialing, and professional education when the value to an employee’s role is easy to demonstrate. This positions professional education as both a potential revenue stream and a way to sustain engagement, while helping professionals bridge the gap between formal education and the evolving demands of their work.

There's also a related identity question that many associations haven't resolved: Who actually qualifies for membership? Adjacent professionals doing overlapping work are often kept out on principle, even when including them would strengthen both the organization and its relevance. This "purity test" mentality becomes increasingly difficult to justify.

Another conversation focused on how associations can collaborate to expand their reach and better serve shared or adjacent audiences. While full mergers remain relatively uncommon, collaboration and joint programming are becoming more frequent. These arrangements allow organizations to combine expertise and resources while maintaining their individual identities and independence.

It Will Always Be About the People

While AI and tech-focused sessions were prominent this year, many of the sessions that resonated most had nothing to do with technology. Communication and connection were visible across sessions that applied couples-counseling principles to CEO-board relationships, to building genuine culture on remote teams, to the difference between coaching and mentoring.

This included real energy around foresight work: an increase in attendance at sessions and webinars focused on 5- and 10-year thinking, not just next year's budget. One exercise had attendees sketch out favorable, unfavorable, and "unthinkable" futures for their organizations. More than a few of the previously  unthinkable scenarios (like school nurses disappearing from US schools entirely) turned out to feel uncomfortably plausible given current national trends and sentiments.

The Bottom Line

Associations are being asked to rethink almost everything at once: what membership means, how they talk about their value, how they will use (but not over-rely on) AI, and whether their governance and pricing models still match the people they're trying to serve.

No organization has every challenge figured out. What stood out at this year’s event was the openness with which association leaders shared what they are testing, learning, and adapting. That willingness to learn from one another may be one of the most valuable takeaways of all.