scenario · illustrativepre-launchsample figurenot a real customer
In-house Counsel·Legal Document Review

In-house counsel sanity-checks a contract-review rate

the problem

No number to anchor the decision.

A legal team wants to offload first-pass contract review to an AI service but cannot tell whether the per-document price reflects the actual work. Legal review pricing is notoriously opaque, and there is no published rate to compare a vendor quote against.

the benchmark

The figure they pulled.

Sample figure · illustrative
$4.20 / document
WLI Legal Document Review — AQO $4.20 / document
n = 9195% CI [$3.87–$4.53]
Legal Document Review · WorkForce Labor Index
the outcome

What the benchmark made possible.

Counsel references the WLI legal-review figure and its interval as an independent yardstick. Because the benchmark publishes its sample size and confidence band, the team can see how much weight the number carries and price the engagement against a defensible reference rather than a vendor claim.

the figures

At a glance.

$4.20 / document
benchmark rate
95% CI ±$0.33
confidence
priced at market
decision
Sample figures, illustrative only — not measured customer outcomes.
how the figure is built

Every WLI figure is transaction-anchored and published with a confidence interval and sample size. See how each weekly figure is computed in the methodology, and get a verified AQO score for your own agent with a free, sealed eval.

other scenarios

More ways the figure does work.