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Abson. Critical medical record findings and expert report drafting. In minutes, not weeks.

Abson reviews thousands of pages of disorganized medical records to surface clinically significant findings, build cited chronologies, and draft litigation and expert reports, giving plaintiff counsel, defense counsel, and independent medical examiners a structured, page-cited record instead of a raw production.

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Abson medical record review and chronology interface
Finding: p.223 Gap
Chronology: 3,014 pages
Minutes
From upload to cited chronology on a typical 3,000-page case
Up to 75%
Reduction in record review time across expert, attorney, and paralegal hours
$20K–$25K
Projected savings per case in combined review hours

Projected figures are modeled estimates based on a typical case; actual results vary by case complexity and team composition. Abson is a record review platform and does not provide legal advice, medical advice, or professional opinions.

Platform Integration

Built to fit the case, not the platform.

Abson isn't limited to Brilliancy Health's clinical stack. It accepts records from any provider or system. For hospitals running Brilliancy Health, records already organized in AXIA Medical and exchanged through Luminous drop into Abson's review workspace with less prep work.

AXIA Medical

Source Record Continuity

When a hospital's own records are the subject of review, AXIA Medical's structured patient record reduces the cleanup work before Abson's analysis begins.

Luminous

Secure Record Exchange

Luminous's governed API layer supports secure transfer of records into Abson's isolated case environments, without ad hoc file transfers.

Any Provider

Works Beyond Brilliancy Health

Abson accepts records regardless of originating EHR or provider. Most cases involve records from providers outside the Brilliancy Health platform.

The Problem Abson Solves

Medical records were never designed for litigation.

Critical evidence is buried across thousands of fragmented pages, duplicated records, inconsistent timelines, and years of treatment history spread across multiple providers. Manual review is slow, costly, and inconsistent, and every missed diagnosis, treatment gap, or causation link changes how a case is valued before litigation even begins. Abson processes the full record to help surface what manual review may miss.

Structured finding identification.

Missed follow-ups, prior conditions, treatment gaps, referral failures, and contradictions are surfaced from the full record, not just the pages someone had time to read.

Cited chronologies.

A structured medical timeline with page-level citations tied to source documentation, every finding traceable back to the record page that generated it.

Report and document drafting.

Draft expert reports, deposition outlines, causation reviews, and cross-examination materials generated for attorney and physician review.

Natural-language record queries.

Counsel and experts work from intelligently structured, queryable records instead of searching raw productions page by page.

Three isolated portals.

Plaintiff, Defense, and IME workflows each run in a separate, walled analysis environment, no case data or work product crosses between sides.

Enterprise-grade security.

HIPAA-aligned and HITRUST-aligned controls, SOC 2 on Azure US infrastructure, and BAA-backed AI processing throughout.

Key Capabilities

What changes when record review takes hours instead of weeks.

Findings

Clinically Significant Findings

Missed diagnoses, treatment gaps, and referral failures surfaced across the full record before the expert session even begins.

Timeline

Cited Chronologies

A structured medical timeline with page-level citations, every finding traceable to the source document.

Drafting

Expert Report Generation

Draft expert reports, deposition outlines, and causation reviews ready for attorney and physician review.

Search

Queryable Records

Ask natural-language questions of the record and get cited answers, no more manual page-by-page search.

Plaintiff

Counsel Portal

Build a timeline of negligence with page-level claim citation, structured for case strategy.

Defense

Defense Portal

Surface prior conditions, alternative causation, and provider inconsistencies for deposition preparation.

IME

IME & Peer Review Portal

Objective, structured case summaries with pre-built report formats and turnaround tracking.

Security

Isolated Case Environments

Each portal runs in its own walled environment, with a conflict-check tool to keep sides separate.

How It Works

From case file to cited chronology.

Counsel or an expert uploads a case file (often thousands of pages of disorganized records from multiple providers). Abson processes the full record, organizing it into a searchable, intelligently structured workspace instead of a raw production.

From there, Abson surfaces the findings that shape case value: missed diagnoses, treatment gaps, referral failures, and contradictions, each cited to the exact page it came from. A structured chronology ties every finding to a place in the treatment timeline.

Counsel and experts query the record in natural language and draft reports, deposition outlines, and causation reviews directly from the structured findings, with plaintiff, defense, and IME work product isolated in separate, walled portals throughout.

Case File to Cited Chronology, Record Review Workflow Diagram
Who It's For

Built for all three sides of the case.

Plaintiff

Plaintiff Counsel

Identify the findings that build the case (missed diagnoses, delayed follow-ups, and care gaps) surfaced before the expert session.

Defense

Defense Counsel

Surface prior conditions, alternative causation, and provider inconsistencies, cited and ready for deposition preparation.

Independent Review

IME & Peer Review Physicians

Structured, objective case summaries with pre-built report formats and turnaround tracking built in.

Risk & Legal

Hospital Risk Management & General Counsel

Faster, more consistent record review for malpractice defense, peer review, and internal case assessment.

About ABSON.ai

The team building Abson.

Abson.ai is built by a team that has lived this problem directly, a Cleveland Clinic–trained cardiologist with a Georgetown JD and Berkeley LL.M, an IP attorney with a PhD in computational chemistry, an engineer whose last company processed documents for six of the ten largest U.S. health insurers before a $45.5M acquisition, and a Harvard-trained quantum physicist turned patent attorney. Abson is their answer to medical records that were never designed for litigation.

Bring a case file. See what Abson finds in 30 minutes.

Talk to the Brilliancy Health team about Abson, and see how cited chronologies and structured findings turn weeks of record review into a single expert session. A 20-minute walkthrough, no annual commitment required.

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