How do I personalize an AI-assisted email without making it uncomfortable?
Knowing a detail about someone doesn't make it a good reason to contact them. One exchange in the summit notes criticized sales messages that use irrelevant personal observations to manufacture a connection, and the example was exaggerated.
Start with the work: a public initiative, a stated need or a direct conversation that makes your message relevant, and something you can offer that relates to it.
A message about a team's published training priorities has a clearer business purpose than one about what someone wore in a photograph. The detail should help the recipient see why you're writing, and showing off how much you found does nothing for them.
The AI draft needs a short leash
Give your AI assistant the approved sources and the reason for the outreach, and ask it to draft from those materials without inventing shared interests, familiarity or a prior conversation. Every line that implies a relationship deserves a check on whether the recipient would describe it the same way.
Cut any personal detail that does no useful work, then check that the request is clear and reasonable for the relationship you really have. You may end up with a shorter email, and that's fine. A specific reason to talk beats an elaborate opening built around a detail the recipient never expected you to use.