I used to check slides the hard way - clicking every object, eyeballing every font, hoping I'd catch what my eyes kept missing. Then I wrote a script to do it for me. My first reaction was: oh shit, that actually worked. What happened after I ran it four more times is the part nobody talks about.

Every meeting generates data about the people in it. Most of it lives nowhere — in your gut, in half-formed impressions. Here's how I started turning meeting transcripts into communication profiles I actually use.

Meeting transcripts are a record of what was said. That's not the same as what was meant. Here's how I started using AI to find the signal I was too busy to catch in the room.

I wasn't avoiding AI because I doubted it. I was avoiding it because I thought it required a project. So I gave myself a constraint: if something would take less than 10 minutes to try, I'd try it. No optimization. No perfect prompt. Just a quick experiment layered into real work. What happened after wasn't what I expected.