There were more than 120 sessions at ASAE Annual in Indianapolis.
Like everyone else, I could only physically sit in a fraction of them. But because Snapsight captured almost the entire conference, I had a slightly unusual opportunity afterwards: I could go back through the sessions I missed and look for ideas that kept appearing independently.
Not individual takeaways. Patterns.
These were the ten that came up most often.
1. Associations still haven’t decided who owns AI
One of the clearest patterns was that AI adoption is becoming less of a technology problem and more of an ownership problem.
One session cited the now widely discussed 95% failure rate for generative AI pilots. The argument was that most failures come from process, incentives and implementation rather than the underlying technology.
ASAE’s own research showed a similar gap: only 5% of staff had access to a paid AI licence, while 35% were already using AI.
Trent Gillespie put it well during the CEO Summit: AI is not an IT project. Someone in leadership has to own it.
Go deeper:
From Pilots to Products: Scaling AI Innovation in Associations
CEO Summit: AI, Your Board, Your Members and the Next Three Years
2. The bigger AI risk may be to the profession itself
Most association conversations about AI focus on internal productivity.
One session raised a much bigger question: what happens when AI changes the profession the association represents?
If a junior analyst project that once took two weeks can now be done in minutes, employers may simply hire fewer junior analysts. The session estimated entry-level hiring could decline 25–40%.
For an association, that becomes a pipeline problem. Fewer people entering a profession eventually means fewer early-career members entering the association.
Go deeper:
The AI Takedown Playbook: Stress-Testing Your Association’s Future
3. Renewal is too late to find out that a member is disengaged
A version of the same concern surfaced across several sessions:
Members can appear quiet and satisfied until they suddenly leave.
The response is to start looking at engagement much earlier.
ASAE has been connecting AMS, email and community signals to build a more current picture of member behaviour. Other associations described engagement reports and thresholds designed to identify declining participation well before renewal.
Reggie Henry shared one line that stayed with me:
“You should not be here asking me these questions. You should know me.”
Go deeper:
Knowing Without Asking: ASAE’s Data-Driven Approach to Member Insight
4. Behaviour often tells you more than surveys
One session used the Blockbuster-versus-Netflix comparison.
Blockbuster asked customers what they wanted. Netflix watched what they did.
California CPAs found something similar. Members said they wanted more CPE. What many of them actually wanted was to be recognised as experts.
Another discussion challenged the assumption that geography is still the natural basis for chapters and communities.
Across several sessions, the recommendation was similar: watch behaviour, spend time with members and involve them in designing the experience.
Go deeper:
Is Your Association More Blockbuster or Netflix? Moving Beyond Surveys
5. Members are becoming more loyal to outcomes than institutions
A competitor does not need to replace an entire association.
It only needs to solve one important member problem better.
That could be credentials, career advancement, expertise, access to peers or business opportunities.
One session pointed out that a venture-backed company can sometimes launch a new credential in months while an association’s certification process can take years.
Another membership leader found people in the database who had gone ten years without proactive contact from the organisation.
Those gaps are becoming easier for new competitors to exploit.
Go deeper:
Why AI Isn’t Your Most Important Technology Decision
6. Associations have authority, but much of their knowledge is hard to discover
This came up from two different directions: search and AI.
Associations often have some of the most authoritative information in their industries. But that information is frequently behind a login, inside PDFs or buried deep inside websites.
Meanwhile, people increasingly get answers directly from Google, ChatGPT, Claude and other AI systems.
If the public conversation is happening elsewhere, that conversation can become more visible than the authoritative source.
Charles Smitherman asked a useful question:
Are we known for what we want to be known for?
That is becoming an increasingly important question for association leaders.
Go deeper:
Beyond Search: The GEO Framework for Associations
Life After Clicks: The New Discovery Model
7. Members increasingly expect answers when the problem happens
A member with a problem on Monday afternoon may not want to wait for next month’s webinar.
Several sessions pointed toward a more on-demand model of association value.
ASSP gave one of the clearest examples. They turned a roughly 1,300-page handbook into an AI-powered tool. Print sales reportedly increased fourfold, companies approached them about licensing it, and the questions members asked began informing the content calendar.
The important part was not that they built an AI interface.
It was that they made existing expertise useful at the moment someone needed it.
Go deeper:
The Indispensable Association: Relevance and Strategy for 2030
8. The all-in-one AMS is losing ground
Several sessions described a similar technology architecture:
A strong data layer in the middle, with specialised tools around it.
The goal is not necessarily to have one vendor do everything. It is to be able to change one part of the stack without disrupting everything else.
Momentive research shared at the conference found that 82% of association staff said disconnected technology contributes to burnout.
Reggie Henry also suggested associations start asking vendors whether they have an MCP server.
The technical detail will change. The direction probably will not: association systems increasingly need to work not only with each other, but with AI agents operating across them.
Go deeper:
The AMS Exodus? Why Best-of-Need Is Gaining Ground
9. Free membership is becoming a serious growth strategy
AS&T’s freemium experiment was one of the more concrete case studies of the week.
Membership grew from 10,185 to 14,420 within months.
More than 4,000 of those people were new contacts.
Those free members then spent $240,000 on education, publications and events, compared with $113,000 the year before.
It also raises a broader question about how associations define their market.
Someone who attends your event, buys education and participates in your community may be strategically important even if they do not pay traditional membership dues.
Go deeper:
From Concept to Consensus: A Freemium Membership Strategic Transformation
10. Networking needs to be designed
One session shared a striking gap:
49% of planners say human connection is the biggest driver of event success. Only 8% intentionally design for it.
Events carefully design stages, schedules, production and content, then often leave participant-to-participant connection to coffee breaks.
Another discussion looked at the same issue from the membership side. Younger members increasingly define community around belonging and shared interests rather than geography.
That changes what a chapter, community or networking experience needs to do.
There was one broader pattern I noticed after reading all of this together. A lot of these conversations ultimately come back to knowledge. Associations bring experts together, create enormous amounts of useful content, discussion and insight, and much of it still happens once a year in a room.
For the people who happened to be there. That feels increasingly mismatched with how people now expect to find and use information. The annual conference may be one of the richest knowledge-creation moments an association has. The opportunity is to make that knowledge useful long after everyone leaves the room.
We captured the takeaways from across ASAE Annual here: