The volume problem
Record organization precedes legal analysis.
Before an attorney can evaluate liability, discuss settlement, or prepare for trial, someone has to read and organize the entire case file. In CA WC, that work is unavoidable and uncompensated on its own.
A standard applicant matter with a represented claimant includes: the claim form and employer's report, treating physician notes across months or years of care, one or more QME or AME reports (often 80 to 140 pages each), vocational rehabilitation records, deposition transcripts, all DWC filings, and any prior claim history. Defense matters add billing records, coverage analysis, and panel physician correspondence.
Constructing a working understanding of a case file can require substantial attorney and staff effort. The time, cost, and billing treatment vary by matter, firm, client, and engagement and are not quantified by this release.
For applicant attorneys working on contingency, this overhead comes directly out of recovery on every case. For defense attorneys billing hourly, it creates carrier friction and rate pressure. Neither side has a good answer under the current model.
The forms problem
DWC form work requires record and legal review.
California Workers' Compensation uses specific DWC forms for many procedural step. Many of them pull information directly from the case file: dates, diagnosis codes, impairment ratings, apportionment factors, wage information, treatment dates.
Filling them correctly requires having already read the file carefully enough to locate those facts, cross-reference them, and enter them accurately. An error on a C&R or a NOA is not just a clerical issue. It can affect the enforceability of a settlement, trigger an audit, or give opposing counsel a procedural opening.
The forms problem compounds the volume problem. An attorney who has spent hours on a file still has to spend additional time on the forms themselves, cross-checking facts, calculating dates, and verifying that each field is consistent with the others.
Staff can help, but neither staff nor automation substitutes for attorney judgment on substantive fields: impairment, apportionment, permanent disability ratings, and dispute positions.
The cost problem
Legal defense costs per claim rose 29% between 2021 and 2024.
From $9,800 to $12,600 per claim. That increase is not random. It tracks with attorney hours per matter, which track with case file complexity.
What drives legal defense costs (ALAE)
- Defense attorney fees: 45 to 50% of total legal defense costs, the largest single component
- Medical-legal costs: rising at 7.7% per year, double the prior seven-year average
- Cumulative trauma claims now represent 24% of all filings, an all-time high
- 91% of CT lost-time claims involve attorney representation, double the rate for specific injuries
- California combined ratio: 127%, the highest in more than 20 years (WCIRB 2025)
Source: WCIRB 2025 State of the California Workers' Compensation Insurance System Report
Firms can evaluate whether attorney-reviewed assistance improves selected workflows, but Adjudica does not promise reduced hours, preserved quality, lower costs, or additional capacity.
The AI problem
Generic AI makes the liability worse.
General-purpose AI tools can produce plausible-sounding answers with missing or incorrect citations. In CA WC practice, a plausible answer to a question about apportionment, causation, or a DWC form field is exactly as dangerous as a wrong answer. Attorneys are responsible for material they file, and "the AI said so" is not a defense before the WCAB.
Adjudica is configured for selected CA WC workflows and can provide source links or calculation context where available. Those aids can be incomplete or wrong. Attorney review against the complete record remains required.