AI-created, human-approved
AI should do the hard work, with a way for people to verify the result.
Levi Lais
Founder, VirtualExperts
December 26, 2025
3 min read
The problem I have with AI is that it's either set it and forget it or do it all yourself. That really powerful "I can verify this was done correctly" just doesn't exist anywhere that I've seen. What I'm trying to do is make it feel like you did it, but AI did all the hard work.
Right now I'm paying 200 bucks a month for Cursor and 200 bucks a month for Claude. For that $400 a month, I expect results. But I can validate those results because I'm a developer. There are a lot of people in a lot of different jobs who don't have that same level of programmatic validation. They probably aren't going to spend that kind of money on AI unless they have some way of validating it.
I believe it's going to be a person they trust who co-signs it by looking at things and approving things and says, "My name is on this." That's going to give them that confidence. Call it validation or authorization. I think authorship is going to be a little bit different. It'll be AI-created, human-approved.
I'm building Superadmin to have basically anything financial you would care about in a company, in a home, or as a household. I want it to be as easy as jumping in and chatting about it, with really powerful ways to validate the work. That includes tracking properties, construction projects, depreciation for assets, and different things. A household with a couple of rental properties, two people with jobs or S-Corps, and maybe a couple of employees at some point is kind of the target range.
I want to make the person who wears all the hats feel like they're accessing this the way they would a person. I also want to have a person in the loop when they want that, so they don't have to worry about those things. I very much intend to get it set up so that I could do it for people or they could do it themselves. It'll tightly couple with VirtualExperts.
Ideally, VirtualExperts is the one entry point. You throw a document in and say, "Save this," or "Update this," or, "I just got a new credit card. We need to sync it up." Chai would talk to the expert you've assigned to those jobs. That expert would open Superadmin in the right view, and you'd be able to quickly authorize the thing. It pulls in your transactions, goes back to your target date, and says, "Hey, you're missing some data." You could say, "I'm okay with that," or go get the statements.
From that point forward, anytime it pulls things in, it's looking at your previous categories, merchants and amounts, and intelligently assigning everything so it all tracks itself. I've got this working so nicely. The things it's recognizing and auto-assigning feel like magic. I'm so excited about it.
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