AristoContosoIllustrative · read-only
Perspective
ExecutiveFinanceIT & SecurityTeam leadRaw
Illustrative · read-only
Chapters and their answers
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”.
Every counted run, newest first
RunCounted onFrontier scoreAssigned seats in useAssigned seats ready to activate, a month
Run 424 September782,760$38,400
Run 325 August742,757$38,490
Run 226 July702,754$38,580
Run 126 June662,751$38,670

Every run is stored and never re-scored; nothing has moved since the newest one, so it is the reading on this page. The score is allowed to go down.