After Rippling blew millions on AI in months, it built an employee ROI tool
After its own AI usage wake-up call, Rippling this week unveiled AI Spend Console, a product that tracks individual and team employee AI spending.
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HR software provider Rippling discovered that its employees were spending millions on AI tokens in a short period, with spending growing 80% month-over-month and consuming 40% of its R&D headcount budget. The company built AI Spend Console, a tool that tracks and analyzes AI spending by individual employees, teams, and roles while measuring whether that spending correlates with actual productivity gains. The tool helps enterprises route requests to cheaper AI models and identify unproductive usage patterns, allowing Rippling to reduce token spending costs by 63% while maintaining the same token volume. This product reflects a broader enterprise shift in early 2026 toward managing AI costs more carefully rather than pursuing unlimited AI spending.
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