Practice mix

Personal injury, workers’ compensation, Social Security disability (same firm)

Why Superinsight

Longitudinal medicals are the highest-stakes artifact before hearings and major dispositive events

Reported outcome themes

Faster comprehension on charts; additional SSD hearings once prep time fell; strong verification culture

Executive summary

This firm carries a higher-than-typical caseload per lawyer across three practice areas that all lean on medical evidence but under different procedural clocks. The attorney who led AI adoption described a familiar split day: hours on the phone with clients and adjusters, then a too-small window for research, summaries, and deep file review.

Superinsight was introduced as first-pass structure on medical records: chronologies, issue spotting, and orientation inside dense hospital systems, with lawyers still responsible for verifying against source PDFs. The most concrete operational claim in this account was about Social Security disability capacity: after adding lawyer headcount and AI-assisted prep, the firm could schedule more hearings because hearing prep time stopped being the binding constraint.

Practice context: three timers, one medical core

The attorney gave concrete ranges: disability cases that go to a hearing are often two to three years; motor-vehicle cases in their practice often run about 18 months on average (longer when treatment is ongoing); one workers’ compensation file they mentioned had lasted four years before closing. Different dockets, same truth: the medical chart is the shared spine for damages, limitations, and credibility.

That overlap makes a record tool useful across silos. The firm described training colleagues to run VA hospital records through Superinsight before hearings when federal medicals enter a state-court or agency narrative. The point is not that VA and SSD law are identical. It is that once you trust a review habit in one context, you reuse it.

Challenge in depth

Calendar pressure vs. comprehension speed

The attorney was candid that they are not a physician. Clinicians spend years learning to read a chart quickly; lawyers learn enough to be dangerous, then compensate with time. In a high-contact practice, time is the first variable to break.

Hearing prep as the bottleneck

For Social Security, the firm described a world where hearings could not be added even after hiring another lawyer, because the prep pipeline could not flex. That is a systems diagnosis: the constraint was not only “number of bodies,” but pre-hearing labor per case.

Change management inside a partnership

Adoption was not automatic. This account describes skepticism from peers who worried about job loss or distrusted black-box output. The firm’s response combined demonstration (“show support staff what it can do”) with a competitive argument: someone who knows how to use AI responsibly will outrun someone who refuses to learn, all else equal.

Solution architecture

Layer	Role	Guardrail
Superinsight	Structured pass on longitudinal medicals; hearing-oriented views	Spot-check against scans; do not file uncited machine prose
Attorney review	Theory of case, examination plan, credibility judgments	Owns final facts and strategy
Other AI tools	Personal productivity and drafting where counsel already validates	Segregate consumer tools from confidential client work per firm policy

Numbers and phrases in this profile

Topic	As described
SSD timeline	About two to three years when a disability case has to go to a hearing level
Car wreck cases	Often about 18 months on average in their practice (longer for disability or workers’ comp)
Workers’ comp example	Oldest workers’ comp case they mentioned closing had run four years
Hearing capacity	Could not schedule more SSD hearings for lack of attorneys; adding an attorney and using the AI tool allowed more hearings by cutting hearing-prep time
Cross-use	Another attorney used Superinsight before a hearing with VA hospital records
Self-assessment	Superinsight for medical records made them “smarter… and faster” on what they review

No percentage or hours-saved statistic appears in the material summarized above.

Lessons for firms evaluating Superinsight

1. Pick the highest economic risk first. Here, SSD hearings and overlapping federal medicals were the natural beachhead.
2. Pair tools with headcount decisions carefully. If you add hearings, also add explicit QA so quality does not slip when calendars accelerate.
3. Win the staff room, not just the partner meeting. Demonstrations beat memos when fear is the blocker.
4. Keep verification non-negotiable. This account treats professional judgment and review as non-optional; tools assist, they do not replace the lawyer’s eyes on the file.

Takeaway: how Superinsight helped (per their account)

• Insight extraction: Better orientation in dense charts before locking a theory of the case.
• Time: Shorter path to hearing-ready understanding as perceived inside the firm, enough to change scheduling behavior.
• Risk culture: Alignment with human-in-the-loop positioning, not autonomous filing bots.