Scale AI — Lifecycle stage

Every entity in Entidex sits in one of nine lifecycle stages. The classifier reads sample size, 90-day momentum, cross-surface variance, and explicit events (rebrand, acquisition) to place Scale AI on the curve — with drivers and a predicted next stage.

Current stage

Source: live · Algorithm v7.0.0

Emergence55%

Stage

Emergence

Confidence

55%

Last classified

6/10/2026

Drivers

Low sample sizeweight 70
Only 3 observations — coverage is still establishing.

Predicted next stage

Expansion50%50% confidence

Lifecycle classification is part of every entity profile under CANON Amendment 11. See the methodology page for the full state-transition spec.