AI SaaS
A remote AI SaaS startup wires product, billing, and sales data into a self-running revenue stack.
- Plan upgrades were manually pushed into the CRM, days of lag
- Revenue lived in Billing, pipeline in CRM, no single truth
- Investor reports were stitched together by hand from spreadsheets
- Workspace activity stayed invisible, upgrade conversations happened too late
- Every payment appears live as a CRM transaction, revenue ops works from one source
- Trial, paid, and churn stages set automatically by webhooks
- Cohort analysis surfaces which acquisition channels produce real value
- Marketing spend defended with data via CAC and cost-per-user reports


