- Start with one tool per department rather than overwhelming teams with multiple new systems
- Begin with free trials to validate usefulness before committing to paid plans
- Measure before/after metrics for tasks where AI tools are implemented
- Gather user feedback after 2 weeks of implementation to identify pain points
- Create internal champions who can help others adopt and use the tools effectively