Darren Patterson

Yeah.

Whether we agree that's a good idea or not, it happens all the time.

It does.

So that spreadsheet is an asset.

It's become an important asset for my business.

And I can see...

exactly that spreadsheet.

Of course, if I click on open spreadsheet, I can go directly to that real spreadsheet.

I can see very clearly it's Google, it's spreadsheet, and I can identify all the different links that are connected to that particular spreadsheet.

But we also have literally all the attributes that are in place.

So literally there's a column, column F, in that spreadsheet called classifications.

And it's being referenced by these three scenarios.

And so I do know not necessarily if somebody adds one because it may not be relevant for these operations, but I do know if somebody needs to change this or modify it or delete it, or if we decide that we're moving from Google to Microsoft, it's going to be critical that I know where all this is connected and how to align it.

That's exactly where we sit.

And then we're, again, either lucky or prescient, I don't know.

But if you think about what's necessary for AI agents to be successful in real production situations,

you're going to need to know the relationship between AI agents and what scenarios, what tools they access, and be able to drill into that to understand exactly what they did at any point in time.

And that's very much our focus there.

Yeah, I'll definitely categorize that in the bold ideas from Grant.

It's interesting.