Numbers that hold on cross-examination.
Every upload is validated and reconciled before any figure is computed — rows split into time segments, duplicates flagged, and coverage tracked period by period — so the exposure figure stands up when it’s challenged, not just on first read.
Walker v. Sample Industries — Q1 2023 to Q4 2024
illustrative dataRows uploaded
45,230
Across 3 payroll files
Time segments
47,112
After the midnight split
Duplicates flagged
1,847
All in the Jul–Dec '23 file
Analyzable segments
45,073
Reached the calculation
Analyzable data over time
Analyzable vs excluded time segments per period, with duplicates flagged
Loading coverage funnel over time
Explore more of Illuminare
Read the methodology →Size the exposure across the matter →Meal, rest, §226, §203, and PAGA — each scoped to its statute window and ranked by exposure. The number you advise on, brief, and take to mediation.
Build your deposition shortlist →Cluster employees by exposure percentile, filter by tenure, and export the representatives to depose.
See the pattern behind the claims →Where potential violations concentrate over the class period, across the six-way meal taxonomy — the factual detail a brief needs.
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