Four tools, four truths — until MER, CAC, and margin lived in one governed layer with Slack alerts on creative fatigue.
MER visibility Weekly export → Live + alerts
Contribution margin Monthly guess → Daily governed
Ops reporting 6 hours → 20 min
“We caught MER breaking Thursday at 2pm — not Monday after the damage.”
Head of Growth · DTC brand Stripe and HubSpot disagreed by $47K three days before the board. DataAgents unified billing, CRM, and warehouse into one governed source.
MRR alignment 2–3 disputes → 0 per board
NRR + pipeline Manual merge → Live, shared
Board prep 14 days → Same day
“We had a reconciled MRR with lineage before lunch — not a two-day archaeology dig.”
VP Finance · Series A SaaS Pipeline in standup never matched HubSpot. One afternoon to connect sources; churn spike caught on annual plans within 48 hours.
Churn detection Month-end review → 48h alert
Pipeline accuracy 45 min / standup → Governed live
MRR definition Tribal knowledge → Documented
“I almost hired just to keep the spreadsheet honest. DataAgents caught churn I'd have missed.”
Founder & CEO · Seed-stage SaaS