/Companies

Superinsight

Techstars '23

West Covina, US · Founded 2023 · 8 employees on LinkedIn · 2 known investors

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Superinsight AI provides software to help users quickly understand and analyze medical records, supporting attorneys and other professionals in reviewing patient documentation.

Also known as Superinsight AI · Superinsight.ai

Founders & leadership

NCNelson Chu
Nelson ChuFounder

Investors · 2

Company profile

researched Sep 2026

Superinsight (Superinsight.ai) develops AI software for medical record review and medical chronology generation, aimed at attorneys, medical experts and independent medical examiners. The platform ingests large volumes of medical documents, processes them automatically and produces condensed reports that include treatment dates, physician names and citations back to the original source pages, so users can locate and present underlying evidence. Additional capabilities include optical character recognition that captures handwritten notes and natural-language search that answers plain-language questions about a record set rather than relying on keyword matching.

Workflows are configured by practice area, covering Social Security disability, personal injury (plaintiff and defense), veteran disability, workers' compensation, mass tort, medical malpractice and medical examiner services, with custom builds offered for other areas. The company also markets state-specific analysis intended to reflect jurisdictional requirements and regional healthcare documentation patterns.

The company operates an AI-only processing model in which no human reviewer — internal staff, contractor or third party — views customer records, and states that it does not train models on customer data. It describes itself as HIPAA-compliant and aligned with the ISO 42001 responsible-AI management standard, and publishes a trust portal.

Founding story

Superinsight was founded by Nelson Chu and Luke Connally, both of whom encountered medical documentation problems personally. Connally, a military veteran, was injured in a suicide bomb attack while serving in Iraq and experienced the delays and complexity of the VA disability claims process. Chu spent three weeks in an ICU following a near-death experience and, during recovery, faced the volume of medical documentation generated by his treatment and the difficulty of organizing it for claims and care. Concluding that these difficulties were systemic across disability claims, personal injury cases and medical evaluations, they built AI tooling to help attorneys and physicians process medical records more quickly.

Business model

Superinsight sells AI software directly to law firms and medical examiners as a self-serve and demo-led product. Prospects can generate a free report or book a demo, and the company markets a per-case price point of $23 with a money-back guarantee, positioning the offering as a substitute for in-house nurse reviewers and third-party manual review services.

Software sold to legal and medical professionals, with marketing materials citing a $23-per-case price point and a free entry-level report offering.

Traction

Company materials state that 500+ attorneys use the platform and that hundreds of law firms have been served. Published customer testimonials come from personal injury, Social Security disability, VA disability and disability-law practitioners, including a veterans services operator who reported annual savings of about $300,000 after replacing three registered nurses and two nurse practitioners with the software. Company-stated performance figures include 70-90% time savings, roughly 80% cost reduction, one-hour turnaround and $23 per case.

Latest developments

In February 2026 Superinsight and Chronicle launched an integration that automatically syncs client information and medical records so that chronology requests can be submitted without manual client creation or file uploads. In January 2026, Ditto Transcripts CEO Ben Walker publicly recommended Superinsight for attorneys handling personal injury, medical malpractice and disability matters.

▸Full profile — market position, technology, go-to-market, geography, history

Market position

Superinsight operates in the legal technology and document-analysis segment focused on medical record review for claims-driven legal practices. It has been recognized by CIO Applications Magazine as a Top 10 Legal Technology Solutions Provider for 2024, included in The LegalTech Fund's 2025 companies, and is a member of NVIDIA Inception; it is listed as a pre-seed company on the Techstars job board.

The company positions itself against traditional human-staffed record review services on three axes: privacy (AI-only processing with no human reviewer access and no model training on customer data), speed (records processed in minutes rather than days or weeks) and cost. Source-linked citations in every output, OCR of handwritten notes, natural-language semantic search usable during hearings, and practice-area-specific AI workflows are cited as distinguishing product features, alongside HIPAA compliance and ISO 42001 alignment.

Technology

The platform combines large language model workflows with optical character recognition capable of reading handwritten notes, and natural-language semantic search over record sets. Outputs carry citations to the source documents for human verification. The company runs on AWS and has been documented using the Mistral 7B model in Amazon Bedrock; it states that customer records are used only within the context of an individual case and not for model training.

Go-to-market

Go-to-market is direct and inbound-led: free trial reports, founder-led 30-minute demo calls, customer testimonial content, and a published med-legal research library and use-case pages. Visibility also comes from accelerator and vendor programs (Techstars, NVIDIA Inception, AWS), industry awards, third-party referrals, and product integrations such as Chronicle.

Plaintiff and defense law firms and solo practitioners handling Social Security disability, veteran disability, personal injury, workers' compensation, mass tort and medical malpractice matters, plus physicians and independent medical examiners producing evaluations.

Geography

The company lists locations in Menlo Park, California; Waco, Texas; Los Angeles, California; and West Covina, California. It markets to law firms across the United States and offers state-specific analysis for all 50 states.

History

Founded in 2023, the company was selected in August 2023 for the Techstars Austin Accelerator as one of twelve startups under the theme "Helping Returning Heroes Thrive with Generative AI." In May 2024 it was featured in an AWS customer success story on its use of Mistral 7B via Amazon Bedrock, and in June 2024 CIO Applications Magazine named it a Top 10 Legal Technology Solutions Provider for 2024. It joined NVIDIA Inception and was included in The LegalTech Fund's 2025 company cohort. In January 2026 it was recommended by Ditto Transcripts as a medical record review tool, and in February 2026 it launched an integration with Chronicle for one-click medical chronologies.

Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.

Key figures

latest reported
Attorneys using the platformJan 2026500 attorneys
Employee countJan 20261-10
Funding stageJan 2026Pre-Seed
HeadcountAug 20268
Stated price per caseJan 2026$23
Stated time savings vs. manual reviewJan 202690%
Stated turnaround time per caseJan 20261 hour

Company-reported or press-reported figures, each dated to when it was claimed — not independently audited.

Related companies · 6

WisedocsWisedocs is an AI-powered platform that automates the processing of medical records and insurance claims documentation, combining machine learning with human expert review. The platform serves insurers, legal teams, healthcare providers, and government agencies to accelerate claims processing with accuracy and oversight.
TavrnTavrn is an AI-powered case preparation platform that assists personal injury law firms with processing and analyzing medical records, generating demand letters, automating record retrieval, and conducting eDiscovery to accelerate case settlement.
InQueryInQuery provides an AI platform that transforms unstructured medical records into structured, case-ready intelligence for legal teams. The solution helps law firms and legal departments ingest, organize, and validate medical records for litigation and regulatory matters.
EvenUpEvenUp provides an AI-powered claims intelligence platform for personal injury law firms to draft, review, and strengthen cases. The platform uses machine learning trained on injury cases and medical records to help lawyers achieve better outcomes for clients.
DigitalowlDigital Owl provides software that synthesizes medical records and health data into comprehensive patient summaries. The platform de-duplicates and organizes unstructured medical information for healthcare organizations to enable faster clinical decision-making and risk assessment.
Abstractive HealthAbstractive Health provides AI-powered medical record summarization and pre-visit review tools for clinicians. The platform consolidates fragmented patient records and clinical data to help healthcare providers prepare for appointments with summarized patient insights.

Companies working in the same space as Superinsight.

Timeline · 6

launches, deals, and filings
Feb 2026
Integration with Chronicle for one-click medical chronologies

Chronicle and Superinsight launched an integration that syncs client information and medical records automatically, removing manual client creation and file uploads when requesting a medical chronology.

source ↗

Jan 2026
Recommended by Ditto Transcripts as a medical record review tool

Ben Walker, CEO of Ditto Transcripts, cited Superinsight.ai as his referral for medical record review for attorneys handling personal injury, medical malpractice, and disability cases.

source ↗

Jan 2025
Included in 2025 The LegalTech Fund Companies

Recognized among The LegalTech Fund's 2025 companies bringing innovation to the legal ecosystem.

source ↗

Jun 2024
Named Top 10 Legal Tech Solution Provider by CIO Applications

CIO Applications Magazine named Superinsight to its "Top 10 Legal Technology Solutions Providers - 2024" list for AI-driven automation of disability claim review.

source ↗

May 2024
Featured in AWS customer success story using Mistral AI

Amazon Web Services published a customer success story describing how Superinsight uses the Mistral 7B model on Amazon Bedrock to process medical records, reported as 10x faster and 25x cheaper.

source ↗

Aug 2023
Selected for Techstars Austin Accelerator

Superinsight was selected as one of twelve startups for the Techstars Austin Accelerator, under the program theme "Helping Returning Heroes Thrive with Generative AI."

source ↗

Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.

▸Research sources · 8

primary sources listed

8 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does Superinsight do?
AI software that reviews medical records and builds medical chronologies for attorneys, medical examiners and disability advocates.
Who are Superinsight's investors?
Superinsight's investors include Addin Venture, Techstars.
Where is Superinsight headquartered?
Superinsight is headquartered in West Covina, US.