AI Tools Assessment
Cut through the noise
Know the AI tools your association
should invest in.
Your staff is asking about AI tools, and your vendors have solutions. Leadership wants a plan.
And you’re probably asking:
- Which AI tools are actually worth it for associations?
- How do we evaluate vendors objectively?
- How do we avoid buying tools that become shelfware?
With hundreds of AI products on the market, and more launching every week, it’s not
obvious which tools will deliver real value and which are just well-marketed distractions.
Most associations end up frozen by too many choices or making ad-hoc purchases that don’t fit together.
Neither approach serves your members or your budget.
The Challenge
AI tool decisions feel urgent, but they’re hard to make confidently.
Leadership is asking “What should we do about AI?”
Staff are experimenting with tools on their own. Vendors all sound credible and all claim to be “AI-powered.”
Without a clear evaluation framework, it’s hard to answer:
- Which tools solve real problems vs. create new ones?
- How many licenses do we actually need?
- What should we buy first and what can wait?
- How do we avoid overspending or buying the wrong thing?
The risk isn’t moving too slowly. The risk is investing in tools without clarity on fit, value, and priority.
Our Approach
We apply the same rigorous methodology we use for AMS selections, compressed and tailored for AI tool decisions. In 2-3 weeks, you'll have a clear, prioritized roadmap for AI investment.
| Week | Activity | What You Get |
|---|---|---|
| Pre-work | Intake Questionnaire | We learn your org structure, current tools, budget range, and pain points |
| Week 1 | Staff Needs Workshop | 2-hour facilitated session with each department to understand what your team is actually trying to accomplish with AI |
| Week 1-2 | Requirements Analysis | We synthesize workshop findings into a clear requirements framework |
| Week 2 | Tool Matching | Using our AI tools database, we identify 3-5 tools that fit your specific needs |
| Week 2-3 | Recommendations | Presentation of findings with prioritized implementation roadmap |
What You'll Receive
- AI Requirements Summary: documented needs by department/function
- Tool Recommendations: 3-5 specific AI tools matched to your requirements, with rationale
- Comparison Matrix: features, pricing, and fit assessment for each recommended tool
- Implementation Priorities: what to buy first, second, third based on impact and effort
- Budget Guidance: expected costs and licensing considerations
This Is For You If...
- Staff are using random AI tools with no coordination or governance
- Leadership is asking "what should we do about AI?" and you need an answer
- AI vendors have solutions but you have no framework to evaluate them
- You want to make smart AI investments without a 6-month strategic planning process
- Your board or members expect you to be keeping up with AI and you're not sure that you are
Investment
Fixed fee based on organization size and complexity. Includes all workshops, analysis, and deliverables. Most engagements complete in 2-3 weeks.
Why Dennison & Associates
We’ve spent more than a decade helping associations select and evaluate technology.
We’ve guided 50+ organizations through complex software decisions using proven, vendor-neutral methodology, and now we apply that same rigor to AI tools.
We’re not AI evangelists pushing transformation.
We’re pragmatic consultants who will tell you:
- Which tools are worth your money
- Which tools aren’t ready for associations yet
- And which decisions you don’t need to make right now
Our job is clarity not selling software.