Law-firm operations benchmark program
This research program publishes methodology before results. No benchmark is presented until its sample, period, inclusion rules, limitations, and calculation can be disclosed.
How it works
Question
Measure law firm workflow and operational performance without turning product telemetry into an unsupported industry-wide claim.
Eligible evidence
Use consented, de-identified operational data, documented public sources, and clearly attributed survey responses. Exclude test, demo, duplicate, incomplete, and internally generated records.
Publication threshold
Withhold numerical conclusions until sample size and coverage meet the published methodology. Small or non-representative samples are labeled and never generalized to all law firms.
Reproducibility and correction
Publish definitions, observation period, transformations, known limitations, revision history, and a channel for corrections.
What you can hold us to
No fabricated benchmark values
No client or privileged matter content in public results
Aggregate reporting only after privacy and sample-size gates
Commercial sponsorship disclosed
Questions firms ask
Where are the benchmark numbers?
Data collection and validation are in progress. Results will appear only after the methodology thresholds are met.
Can a firm participate?
Yes, through a documented consent and de-identification process. Participation does not guarantee a favorable result or customer story.
Can the findings be corrected?
Yes. Material corrections are dated, explained, and retained in the revision history.