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Table Table 2 Revenue operations & AI

How does RevOps differ from traditional departmental operations?

Operational dimensionSiloed Operations (Sales Ops / Marketing Ops)Unified Revenue Operations (RevOps)
Reporting hierarchyFragmented; ops reports to siloed functional VPsCentralized; ops reports to Chief Commercial / Revenue Officer
Customer data schemaDisconnected; marketing leads do not map to CRM accountsSingle customer record and unified lifecycle event schema
Metric accountabilityLocal departmental metrics (MQLs, Bookings, CSAT)Full-lifecycle metrics (Pipeline Velocity, CAC Payback, NRR)
Tech stack managementDepartmental shadow IT and overlapping SaaS licensesCentrally governed software stack with clean API integrations
Inter-departmental handoffsFriction-laden; leads get dropped, onboarding lagsFormal Service Level Agreements (SLAs) with automated triage
Incentive designSales commissions decoupled from customer churn riskCompensation tied to realized margin and contract durability

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Reference & Evidence

Source: Table from this essay. Sources and interpretation are given in the article.