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AI & I · 2 min instead of 34 min · Oct 7, 2026
Work will run on company agents while personal agents stay personal
Willie Williams
Head of Platform, Every
Dan ShipperHost · Co-founder & CEO, Every
Sold his first startup, Firefly, to Pegasystems; writes Every's Chain of Thought.
About this segment
Willie predicts one agent per company, because it learns the workflows over a year, while personal agents win at home through personalization. He expects a split between work and personal use.
From “OpenAI Dots Took Over Our Company”, Oct 7, 2026. Watch the full episode
“I really don't see like, us, or the industry, repeating the chaos of like, every worker gets their coworker, and we're all gonna like double our company size, you know?”
Takeaways
- A company agent accumulates context that a personal agent brought in lacks
- Don't expect every worker to get their own coworker agent and double company size
- Big players are making consumer personal agents easier and more attractive
In this episode
Full episode- 11:07Why every personal agent at Every died and one company agent won3:47
- 15:14Builders want complexity, operators want an agent that just works1:30
18:04Work will run on company agents while personal agents stay personal1:55
Transcript
From the transcript AI & I publishes with the episode.
- 18:07
I think we can see the line between professional and personal sort of shaping up very solidly. I think on the professional side, I do think it's sort of like a one agent per company or org kind of structure because there are just so many advantages again to it learning the workflows and what you do and everyone contributing just by working with it and making it better that it shapes itself to your company.
- 18:33
And it's like the advantage of doing bringing a personal agent in, it's just gonna be, it doesn't have that context here, it's gonna be hard to teach. Like, it needs to have been there a year to really get up to speed. And so, I think we're gonna have that for the workplace, and I really don't see like, us, or the industry, repeating the chaos of like, every worker gets their coworker, and we're all gonna like double our company size, you know?
- 18:59
But on the personal side, I actually think the, I was talking about those, the forces, the opposing force, the one of personalization, I think is actually huge. I feel like the thing that you love is that you have an agent that is just yours. And before the downsides there were like, it was open cloud, how do I do security? How do I manage it? How do I run it? There are all these questions that prevented it from gaining larger adoption.
- 19:25
And now that you have bigger players coming in and more money, it's just like, oh, we're starting to get closer to like a better consumer personal agent experience. And it's going to be like incredibly attractive. Yeah. And so I think we're going to see a split. I think we're going to see like I go to work and I work with my company agent at the company because we all are working together towards this collective goal.
- 19:47
And at home, it might just be me or me and my family that is using a personal agent to help us do very similar things, but it's like personalized to us. One thing that I'm really interested... We've been talking about this a lot.