Skip to main content

Most of us have learned that getting the best healthcare outcomes requires more than just showing up to appointments. When something concerns you, you might research symptoms online, prepare questions for your doctor, or seek second opinions for major decisions. This isn't about challenging medical expertise. It's about partnering with professionals who face an impossible task staying current with every breakthrough across rapidly advancing fields.

The same partnership approach applies directly to technology leadership in your association. Becoming your own tech advocate means developing enough awareness of emerging AI capabilities to ask intelligent questions and ensure cutting-edge possibilities get evaluated against your organization's needs. As AI capabilities evolve at unprecedented speed, even brilliant technical professionals struggle to track every emerging possibility that could benefit your organization.

The Speed Problem Everyone Faces

AI advancement has reached a pace that makes staying current nearly impossible for any individual or team. While your internal technical staff focuses on maintaining existing systems and vendors concentrate on perfecting their current offerings, breakthrough capabilities emerge from research labs almost daily.

Consider sleep-time compute, a recent breakthrough that allows AI systems to learn and improve during downtime rather than starting fresh with each conversation. This technology could transform how associations handle member services and organizational learning, yet most technical professionals haven't encountered it because academic research moves faster than industry awareness can follow.

Your technical team faces the same challenge whether they work internally or for vendor companies. They're skilled professionals managing current responsibilities while trying to track exponential change across dozens of rapidly evolving domains. This creates a gap between what's newly possible and what gets implemented in association technology.

Why Passive Leadership Creates Problems

Many association leaders approach technology decisions with complete deference to technical expertise. They assume their IT staff or vendors will naturally present the best available options and accept limitations as permanent constraints rather than temporary technical hurdles.

This passive approach made sense when technology changed slowly and predictably. But in today's environment, it creates several problems. You miss transformative opportunities because no one in the conversation is asking informed questions about emerging possibilities. You accept current constraints that might already have solutions available. Most problematically, you end up with technology infrastructure that consistently lags behind what's actually achievable.

What Tech Advocacy Actually Means

Being your own tech advocate doesn't require becoming a software developer. It involves developing enough awareness of emerging AI capabilities to ask intelligent questions and spot opportunities that others might miss. This means researching trends that could solve your association's persistent challenges and building the mental discipline to question assumptions about what's currently impossible.

Tech advocacy requires fighting against our natural tendency to accept established limitations as permanent. When your team tells you a particular member experience can't be automated, or that your AI systems must forget context between conversations, your role is to push back thoughtfully. Ask why something can't be done and what it would take to make it feasible. Perhaps the limitation is based on outdated information rather than current technical reality.

Building Team-Wide Tech Advocacy Through Education

Individual awareness only goes so far. Real transformation happens when you develop this questioning mindset across your entire organization. This requires deliberate education and culture change within your team.

Start by sharing your own learning journey with staff. When you discover emerging capabilities that could benefit your association, bring those insights to team meetings. Explain not just what you learned, but why staying informed about AI developments matters for collective success. Model the behavior of questioning technology limitations rather than accepting them as permanent constraints.

Create regular opportunities for your team to explore emerging AI tools together. Dedicate time in monthly meetings to discuss new technologies, or encourage staff to spend time experimenting with AI tools relevant to their responsibilities. The goal isn't making everyone a technical expert—it's building organizational comfort with questioning assumptions and exploring new possibilities.

Related: Check out our AI Learning Hub for association professionals!

Most importantly, celebrate the act of questioning limitations and exploring alternatives, even when experiments don't yield perfect solutions. When team members push back on internal or external constraints, support their curiosity and provide resources for exploration. This reinforces that tech advocacy is valued behavior throughout your organization.

Practical Steps for Effective Advocacy

Effective tech advocacy requires a structured approach rather than random curiosity. Start by identifying one persistent technology frustration in your association—perhaps repetitive manual processes, member service bottlenecks, or engagement systems that feel impersonal despite rich data.

Before important technology conversations, invest time researching recent developments in your specific problem areas. You don't need to become an expert, just informed enough to ask productive questions and recognize when someone is offering yesterday's solutions to today's challenges.

Whether you're talking to internal technical staff or external vendors, prepare informed questions that demonstrate awareness of emerging possibilities. Challenge timeline assumptions directly. When presented with multi-year roadmaps for basic-seeming capabilities, ask for specific explanations of technical limitations.

Network with other association leaders who are successfully implementing innovative solutions. The association community often discovers creative applications of new technologies faster than commercial markets. Your peers may have already solved challenges you're still accepting as permanent limitations.

The Mental Discipline of Breaking Assumptions

Effective tech advocacy demands deliberately questioning your own assumptions about AI limitations. Our brains naturally build mental models based on past experience, but when technology shifts as rapidly as it does with AI, these fixed assumptions become obstacles to progress.

The beliefs you formed about AI capabilities last month might already be obsolete. Technologies you dismissed as too complex or expensive six months ago could be commercially available and affordable today. Building the discipline to regularly question these assumptions requires weekly reflection on what limitations you might be accepting based on outdated experience.

Related: Master the art of breaking your brain. 

Overcoming Resistance to Change

Implementing tech advocacy often encounters predictable resistance. Technical staff sometimes interpret questioning as lack of confidence in their expertise. Vendors may resist exploring alternatives to their standard offerings. Address these concerns by framing advocacy as partnership rather than challenge.

Emphasize that staying informed about emerging capabilities strengthens technical decision-making rather than undermining it. Your goal isn't second-guessing expert recommendations—it's ensuring those recommendations consider the full range of current possibilities. When technical teams worry about tracking every trend, clarify that you're offering to share the research burden by staying informed about developments relevant to your specific challenges.

The Partnership That Drives Results

The most successful tech advocacy happens through partnership with technical expertise rather than replacement of it. Your technical teams possess deep knowledge of implementation, security, and operational considerations. Your contribution is staying informed about emerging possibilities and ensuring they get evaluated against your organization's specific needs.

This partnership means bringing external research to internal conversations while respecting implementation complexity. It means pushing for exploration of new capabilities while acknowledging legitimate constraints of budget, timeline, and organizational capacity. When this works well, everyone benefits from more informed decision-making about technology investments.

Your technical team faces an impossible task staying current with exponential change across all relevant domains. Just as you partner with healthcare providers by staying informed about your health, effective technology leadership requires partnering with technical expertise through informed advocacy. The solution to your association's biggest challenge might already exist if you know what questions to ask and what possibilities to explore.

 
Mallory Mejias
Post by Mallory Mejias
May 27, 2025
Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.