According to Adobe's CMO, the number one question from customers about new AI tools is not about features, but about how to get their teams to adopt them. The solution lies in identifying internal champions who are excited about the change and can act as catalysts to bring others along.

To drive adoption for an internal tool, identify the teams most frustrated with the existing solution by scraping support channels. Then, schedule small, bespoke tech talks directly for those teams. This targeted approach generates highly engaged and grateful early adopters.

Post-implementation, teams often fail to adopt new tools because their identity is tied to building things. The crucial shift is to embrace using and optimizing existing platforms to orchestrate experiences, a different mindset that requires explicit management and retraining.

The biggest resistance to adopting AI coding tools in large companies isn't security or technical limitations, but the challenge of teaching teams new workflows. Success requires not just providing the tool, but actively training people to change their daily habits to leverage it effectively.

To overcome resistance and drive genuine enthusiasm for AI, position internal training not as a mandatory requirement, but as a promotional campaign. Focus on showcasing exciting, impactful use cases ("look at the cool things I can do") to create a pull-effect and foster a positive learning culture.

Employees don't adopt AI tools when the personal cost is immediate and visible, while the benefit is delayed, uncertain, and accrues to the organization, not their individual performance review. The solution is redesigning incentives, not more training.

When employees are 'too busy' to learn AI, don't just schedule more training. Instead, identify their most time-consuming task and build a specific AI tool (like a custom GPT) to solve it. This proves AI's value by giving them back time, creating the bandwidth and motivation needed for deeper learning.

Companies fail to generate AI ROI not because the technology is inadequate, but because they neglect the human element. Resistance, fear, and lack of buy-in must be addressed through empathetic change management and education.

To maximize adoption, frame advanced leadership tools as a personal benefit for career growth, not a mandatory training program. This approach taps into intrinsic motivation to improve, fostering development that transcends an employee's current role and builds long-term goodwill.