Growth intelligencePrivate release candidate
ARIA.
Growth decisions, built on evidence.
An AI Growth Operator for SaaS founders: understand the business, research a hypothesis, review the evidence, choose an experiment, and record what changed.
PROJECT NOTES
Focus area
Growth intelligence
Current phase
Private release candidate
Why this exists.
Founders get more opinions than proof. ARIA is being built to separate facts, assumptions, source observations, and model inferences before a decision is made.
What we're building.
01Business reality and ideal-customer hypotheses
02Research with source lineage and explicit uncertainty
03Opportunity review: approve, skip, or correct
04Human-controlled experiments and belief updates
What isn't proven yet.
The product remains a protected release candidate. Market research coverage is narrow, and paid customer value has not been validated.
The next useful step.
Complete real founder usefulness trials and production release gates.