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Phase 2: From AI Experiments to Structured Adoption

Brandon Gadoci

Brandon Gadoci

June 15, 2025

So your team has experienced those first AI "wow" moments. Now what?

Welcome to Phase 2—where scattered experiments transform into structured adoption.

The Shift in Phase 2

Remember those early adopters who jumped on every AI tool? Now it's time to bring everyone along. This means:

  • Structured training programs (think Lunch & Learns, not lectures)
  • Standardized workflows with templates and best practices
  • Lightweight infrastructure that doesn't require massive IT overhauls

The goal isn't to mandate AI usage. It's to make AI so accessible and useful that adoption happens naturally.

Real Phase 2 Wins

Here's what successful Phase 2 implementations look like:

  • AI chatbots integrated with your knowledge base, providing instant answers to common questions
  • Automated report generation across sales, finance, and HR
  • AI-powered dashboards analyzing customer trends in real-time
  • Team accounts where employees create and share custom AI tools

The Game-Changer

You're still not doing major data migrations. Tools like vectorizers can scrape your existing resources—websites, docs, blogs—making them AI-accessible without heavy lifting.

This is crucial. Phase 2 should feel like enhancement, not upheaval.

When Skeptics Become Believers

Phase 2 is where resistance melts away. When the skeptic in accounting sees AI cut their monthly reporting time in half, something shifts. They stop asking "Why should I use this?" and start asking "What else can it do?"

That's the inflection point. Once a critical mass of your organization experiences real productivity gains, momentum builds on itself.

The next challenge? Leadership starts asking, "Can we connect this to our CRM?" That's when you know you're ready for Phase 3.

#AI adoption#AI maturity#implementation phases#change management

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