AI Revenue Operations KPIs: 7 Metrics That Matter Most
AI revenue operations turns raw CRM data into decisions you can actually price, forecast and act on. The KPIs that matter most fall into two camps: pipeline metrics that predict revenue (coverage ratio, stage conversion, sales velocity, forecast accuracy) and efficiency metrics that protect margin (CAC payback, LTV:CAC, contribution margin). Get those seven right and you'll know within a week whether growth is real or rented. At Gross Margin, we use a RevOps KPI Scorecard with UK scale-ups to standardise these numbers across sales, marketing and finance, so the board sees one version of the truth. This article breaks down each KPI, the AI-driven nuance most teams miss, and the cadence that keeps the dashboard honest rather than decorative for finance directors and founders.