After Rippling blew millions on AI in months, it built an employee ROI tool
TechCrunch Julie Bort
Rippling burned through millions on AI tools in just months, so it built software to track who's actually using them. Now it's selling that tracker, called AI Spend Console, to other companies drowning in the same mess.
Based on reporting by TechCrunch, Julie Bort — read the original for the full story.
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Rippling knows the feeling of opening an expense report and wondering where all the money went. The HR and payroll software company spent millions of dollars on AI tools over a span of months, according to the company, and apparently nobody had a clear picture of which teams or individual employees were actually using what they'd paid for. That's not a rare story right now. It's basically the default story at mid-size and large companies that told every department to "go figure out AI" sometime in 2023 or 2024 without building any way to check the results.
So this week Rippling turned its own headache into a product. It's called AI Spend Console, and the pitch is straightforward: give finance and IT leaders a dashboard that shows AI spending broken down by team and by individual employee, not just a lump line item from a credit card statement. Instead of discovering six months later that three departments independently subscribed to overlapping AI writing assistants, a manager can apparently see the overlap happening in something closer to real time.
The timing tracks with where a lot of companies are right now. The initial rush to adopt generative AI tools was driven by fear of falling behind, not by careful procurement. Seat licenses got approved fast, expensed by individuals, or bundled into departmental budgets with little oversight. Now that the bills have piled up, the harder question has shifted from "should we use AI" to "are we getting anything back for what we're spending on it," and most finance teams don't have good tooling to answer that.
What makes this interesting is less the tool itself and more what it signals about Rippling's read on the market. The company already sells HR, payroll and IT management software, so bolting on visibility into AI spending is a natural extension of data it likely already touches through employee accounts and expense systems. But building a product out of your own accidental overspending is also a pretty candid admission that even a company selling workforce software got caught flat-footed by its own AI rollout. If Rippling needed this, plenty of its customers almost certainly do too.
My take — AI-written commentary, not fact-checked reporting
Every company that YOLO'd its way into AI subscriptions in 2023 is now quietly building the spreadsheet equivalent of a hangover cure, and Rippling just decided to sell shots of it instead of drinking alone. The real tell here isn't the product, it's the confession: a company whose whole business is organizational efficiency somehow let AI spend run wild for months before noticing. That's not an AI problem, that's a plain old budgeting problem wearing an AI costume.
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