Personal InjuryFinding the complete treatment story across a multi-provider collision file
Challenge
Emergency, orthopedic, imaging, pain-management, surgical, therapy, billing, and prior-care records were distributed across a voluminous file with duplicate pages and inconsistent references.
Approach
VB OutTech prepared a source-referenced chronology that separated prior conditions from post-event complaints, traced conservative care and escalation to surgery, identified gaps and conflicting histories, and aligned work restrictions with supporting visits.
Deliverable
Counsel received a navigable medical timeline and issue-focused observations for liability, causation, damages, and expert preparation.
Medical MalpracticeReconstructing communication and escalation in a delayed-diagnosis matter
Challenge
The key sequence crossed office visits, testing, portal messages, referrals, emergency care, hospitalization, and later treatment.
Approach
The chronology aligned orders, completion, results, communications, symptoms, deterioration, and escalation while linking each material event to the available source.
Deliverable
Attorneys and retained experts could locate the critical decision points without repeatedly searching the full record.
Workers' CompensationConnecting repetitive work, treatment, disability, and competing evaluations
Challenge
A lengthy file included evolving symptoms, imaging, treatment authorization, surgery, work notes, and differing treating and independent opinions.
Approach
The timeline mapped the alleged exposure, objective findings, treatment response, disability periods, return-to-work attempts, MMI, impairment, and restrictions.
Deliverable
The structured review made causation and functional evidence easier to compare across evaluators.
Wrongful DeathTracing polytrauma through critical-care decline and terminal outcome
Challenge
EMS, emergency, imaging, operative, ICU, consultation, and prior-health records required integration.
Approach
The chronology connected acute injuries, interventions, neurological and physiological changes, complications, and the terminal course while identifying relevant comorbidities.
Deliverable
Counsel received a medically coherent incident-to-outcome timeline for further legal and expert analysis.
AI-Powered Narrative SummaryScaling initial organization without surrendering human verification
Challenge
A high-volume mixed-provider file required a faster initial structure while maintaining accuracy and client formatting.
Approach
Authorized AI assistance organized preliminary events and entities. A professional reviewer checked every material point, resolved context, refined the narrative, and a separate reviewer completed senior QC.
Deliverable
The client received a human-verified narrative summary rather than raw or unchecked AI output.
Social Security DisabilityOrganizing years of physical and mental-health evidence
Challenge
Longitudinal treatment across multiple impairments obscured the relationship between objective findings, treatment response, and functional limitations.
Approach
The review aligned Exhibit-F evidence, diagnoses, testing, specialist care, medication, exacerbations, opinion evidence, and documented RFC limitations.
Deliverable
Counsel gained a focused medical timeline for hearing preparation and argument development.