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The Frontier Firm Report as paper · 1 sheet
Question 5 of 6 · Is it working?

Helped seats are 14 points ahead of a group Aristo never nudged — the lift is Aristo’s doing.

measured against a never-nudged control group of 154 seats · 95% confidence
The move: See what the proven lift has returned — the Value Report counts it, with the causal part named.
Control group — a fixed share of seats ready to activate, set on day 0 and never nudged; they keep every license, they only miss Aristo’s help.
Proven — the gap cleared 95% confidence; below that this report says “directional”.
The Frontier Firm ReportThe illustrative organizationrun 4 · 24 SeptemberSee it live: /v2/report?q=5Sheet 1 of 1