GrowthObservation 0012 min read
4
Revenue is evidence, not an explanation.
A rising line proves something happened. It says nothing about why, whether it was worth it, or whether it will happen again.
Digital & Technology
Market context
SaaS, consumer technology and platform businesses have more data than most, and often more ways to misread it. Acquisition, activation, retention and expansion each report their own metric, and the ratios that connect them carry heavy assumptions.
Commercial pressures
Customer economics questions
Q1
What is payback on gross profit by acquisition cohort?
Q2
Which acquisition sources produce customers who activate and expand?
Q3
Is net revenue retention driven by expansion or price increases?
Q4
Where would the next dollar of growth investment create the most value?
Relevant capabilities
Customer · Contribution · Repeat
The full chain
The full chain
Illustrative commercial problem
Illustrative · Not a client example
Illustrative pattern. A SaaS company approves its growth budget on a 3:1 LTV:CAC ratio. Replacing assumed customer life with observed churn moves the ratio closer to 1:1, and changes which channels deserve the budget.
Intelligence
GrowthObservation 0012 min read
4
A rising line proves something happened. It says nothing about why, whether it was worth it, or whether it will happen again.
Customer EconomicsObservation 0022 min read
−14.6%
A business can get bigger and weaker at the same time. The gap shows up first in the customers, not in the P&L.
Customer EconomicsObservation 0042 min read
1.2 : 1
An LTV:CAC ratio is only as good as the churn behind it. Replace assumed churn with observed churn and the green light can turn red.
A TCB engagement
10–15
Business days
One commercial diagnosis and a clear 90-day path forward: the constraint identified, the economics diagnosed, the opportunity benchmarked and the intervention prioritized.
Start with the commercial problem you're trying to solve. We'll identify the constraint, diagnose the economics, and determine whether there is a useful next step.