Yeah. The religions around tools are always challenging from a governance perspective.
Without the internet, without digitization, Google is a library. If we'd been talking about this in 1985, who would've believed anyone that said a library might be worth a trillion dollars and get visitors from around the world on a minute-by-minute basis? If a library can become a behemoth that buys $20 billion a year in infrastructure, then what does that lead to for many of the other enterprises out there that haven't truly digitized in the way they respond to customers? And if they do digitize, even to a percentage of what a PayPal has digitized to or an eBay or an Amazon or a Facebook or a Google, what does that mean for total technical spend for a company? Do they look at it differently? Yes, it's great when you're spinning up five servers to be able to say, "I spun it up on the cloud and I didn't have to spend $50,000 on those servers right now, I can spend 5,000 a month instead on spinning up the equivalent servers on AWS." But when you're spending 400 million a year, and being in a cloud provider means that you're going to spend a billion a year for the same infrastructure, can the CFO ignore that? I'm curious because I don't know that answer, I'm just guessing where I would go leading a large organization's IT function and corresponding to their IT or technology delivery to external customers and how that might change with digitization. Those are the concerns that I'd be worried about, and would be trying to mitigate.
We actually had a $30,000 out-of-control query; well, they didn't say it was out of control, they said it was incredibly important for the analytics team to deliver a report but I'm like, "There's got to be a better way?" The scary thing about the cloud is that if you're buying a server to go through some sort of procurement process, it's not an admin who just hit some button, or an end user who's running a query that drives it, so it's obviously becomes a lot harder to control and you need to have team members with the right tools and the right skill set to conceive where you can run into these problems.
You need to move from human-controlled supply chain and governance to programmatic with cloud because it's so easy to spin up infrastructure.
Things like $30,000 queries; I run into this issue even with my tiny little startup of 10 people with Woven; our analytics costs have been in the thousands of dollars a month because of this exact issue and it takes a technologist who really understands, "Okay. What's the business question we're trying to answer? What's the most efficient way to answer based on how they're going to charge us?" and then to go off and fix those things. There's probably a real opportunity to do what you’re talking about @Mike; to come up with a mechanism to do programmatic controls for organizations that are tied to the business. I think it is a really interesting idea.
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