AI Analyst Growth Map

One metric system, three ways to read it: how growth works, where automation stops, and how an AI analyst can mature without pretending every decision is safe to automate.

Growth tree

Start with the system of metrics. Recurring revenue growth is decomposed into acquisition, conversion, retention and expansion — then into the observable drivers a team can investigate.

The tree is a causal map for investigation, not a dashboard hierarchy.
L1 · DescriptiveWhat happened?
L2 · DiagnosticWhy did it happen?
L3 · PredictiveWhat is likely next?
L4 · PrescriptiveWhat should we do?
L5 · AutonomousAct within policy.
Drag empty space to move the canvas

    Metric node

    Automation limits
    Maximum defensible maturity