Explaining the value of gen AI to skeptical employees

Talking about generative AI to employees can sometimes feel like pitching vegetables to kids. Sure, the benefits are real, but they’ll push the plate away if you don’t explain it right.

Some employees are excited about AI. Others? They’re skeptical, cautious or even outright resistant.

Don't preach its brilliance if you’re trying to get buy-in for gen AI. The way to do it is by answering one essential question: What’s in it for me?

Here’s how to approach the conversation:

1. Cut the hype

Your team doesn’t need another AI sales pitch.

Avoid vague claims like “this will change everything.” Overpromising makes people suspicious. Underpromise and deliver. Focus on tangible benefits that employees can see.

For example:

• "AI can help you write that weekly report in half the time."
• "AI can summarize endless emails, so you only read what matters."

Skip the fluff. Be specific.

2. Show it, don’t just tell it

Skepticism disappears when people see tools work.

Instead of pushing AI as “the future,” show how it makes their daily tasks easier. Pick a real example relevant to their work. Walk through how gen AI saves time, reduces stress or cuts out annoying busy work.

A demo speaks louder than a TED Talk.

3. Acknowledge the fears

Some employees worry that AI will take their jobs. Ignoring this concern doesn’t make it go away. Instead, address it head-on.

Make it clear: AI isn’t here to replace people. It’s here to make their jobs less tedious.

Frame AI as a tool that gives employees more time for valuable work, creativity and human-led decision-making — the things AI can’t do.

4. Ask for input

Top-down tech rollouts rarely go smoothly. If you’re introducing AI, include employees in the process.

Ask your people:

• Where do you waste time?
• What tasks frustrate you?
• How could AI help you work better?

People are more open to trying new tools when they have a say. Plus, you might discover new ways to use AI you hadn’t considered.

5. Keep it simple

Not everyone wants to know how generative AI works.

Avoid tech-speak. Talk about AI like you’d explain a microwave: “Put this in, press a button and out comes something useful.”

For example:

• “You can drop your meeting notes in, and it’ll write a clean summary in seconds.”

Most people don’t care about algorithms. They care about getting stuff done faster.

6. Make the first steps easy

Don’t drop a new tool on your team and expect them to run with it.

Start small. Offer clear, simple instructions. Pick one or two tasks AI can handle well, and get people comfortable.

Small wins build confidence. When employees see results, they’ll want to explore more.

Getting reluctant employees to adopt gen AI isn’t about hype. It’s about showing them how AI makes their workdays easier, less stressful and maybe even more enjoyable.

Explain clearly, show real examples, address their concerns and let them try AI on their own terms.