The Compounding Team
You've outgrown your tools. The next gains are in measurement, not test count.
You're the The Compounding Team if:
- ✓ Our testing tool can't handle our volume or the experiments we want to run
- ✓ We know our tests win in-session — we can't prove long-term revenue impact
- ✓ We need geo-holdout or switchback testing and our tool doesn't support it
- ✓ We're considering building our own platform — don't know where to start
- ✓ Our statistical methods are outdated — no CUPED, no sequential testing, no bandits
Why you're stuck
You've hit the limits of off-the-shelf experimentation tooling. The next level of compounding gains comes from advanced measurement (CLTV impact, incrementality, switchback) and from custom infrastructure. These are 12–24 month investments — getting the architecture decisions right at the start is worth more than the build itself.
Who you are: Chief Product Officer, Head of Data Science, or Director of Experimentation Platform at a sophisticated org. 50+ experiments/month. Program is mature but measurement-limited.
Advanced Measurement Strategy
Roadmap for CLTV impact measurement, incrementality testing, and build-vs-buy platform decision.
Measurement-gap audit, build-vs-buy analysis, platform-architecture review, advisory retainer through implementation milestones.
Get a Measurement Strategy Session →