Three short instruments — two minutes each, plain-language answers, no login. You get your position immediately; anonymous responses build the industry benchmark this publication reports back. Leave an email if you want the report; tick the box only if you want to talk.
Six questions across the whole operation — where you sit on the Manual → Autonomous path, which stage is your binding constraint, and how you compare as the benchmark fills in. The original instrument, embedded in the flagship paper.
Five questions on how your close, reconciliations, and evidence actually run. Output: your stage on the path, and the paper to read next.
One question per layer of the enablement stack. Output: your binding constraint — the layer holding everything above it down — and the paper that argues how to fix it.
Aggregated results publish as the Lights Out Finance Survey — the industry’s honest baseline on the path to autonomous operations. Respondents who leave an email receive it first.
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