Analytics (SaaS)LoopMetrics6 months to MVP, 12 to scale
From idea to 500 paying customers in one year
A two-founder startup needed a billing-enabled analytics platform before a funding deadline. We shipped a multi-tenant MVP in 10 weeks and scaled it to 500 paying customers within a year.
- from kickoff to live MVP
- 10 weeks
- paying customers in the first year
- 500+
- infrastructure rewrites during 10x growth
- 0
The Challenge
- LoopMetrics had a working prototype, a term sheet, and a deadline: the platform had to be demonstrably live before the funding round closed.
- Requirements were still moving — the founders needed to test pricing, packaging, and positioning with real users.
- No in-house engineering team and a fixed budget meant every feature had to earn its place.
The Solution
- A 10-week MVP sprint focused on one job: connect a data source, see a dashboard, pay a subscription.
- Multi-tenant architecture with usage-based metering, Stripe billing, and self-serve onboarding.
- Weekly demos with the founders kept scope honest — two major features were deferred based on real user feedback.
- AWS infrastructure with CI/CD from day one, so the platform scaled from 10 to 500 customers without rewrites.
“They shipped before our funding deadline and grew with us through a 10x traffic spike. I've never seen a vendor treat our deadlines like their own before.”
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