Rippling Ships AI Spend Console After Its Own AI Bill Hit 40% of R&D Budget, Cuts Costs 37%

Rippling launched AI Spend Console after its own AI-token bill was on track to consume 40% of R&D headcount budget, growing 80% month-over-month with 10-15% of employees driving 60% of spend and one engineer burning $50K/month. The tool maps spend per employee and team against productivity signals (code output, PRs) and routes across Cursor, OpenAI, Anthropic, Grok and Z.ai's GLM 5.2 — which CEO Parker Conrad calls '85% cheaper but nearly identical performance.' Token spend dropped from 40% to 15% of headcount budget; July costs were 37% of April despite similar 600B token volumes.