# Parambil

> Parambil is a New York-based AI company building litigation-grade software that turns tangled, high-volume medical records into structured, source-linked case intelligence for complex litigation. Its agentic platform investigates, drafts, researches, and organizes cases for mass tort, medical malpractice, birth injury, and nursing home matters - reading tens of thousands of pages, building timelines, flagging missed diagnoses, and tying every conclusion back to the underlying record. Founded by a McKinsey-trained operator, a founding engineer, and a former Chair of Medicine at Yale and Stanford, Parambil raised a $6M seed round in January 2026 led by Bling Capital and serves hundreds of plaintiff and defense firms.

- **Founded:** 2025
- **Headquarters:** New York, New York, United States
- **Founders:** Sara Dwyer (Co-Founder & CEO), Liam Gordon (Co-Founder & CTO / Founding Engineer), Dr. Ralph Horwitz (Co-Founder & Chief Medical Officer)
- **Team size:** ~14 employees
- **Products:** AI-Assisted Medical Record Review, Agentic AI Platform (four autonomous agents), Case Validation & Analytics, Continuum, Insight Canvas
- **Notable:** Raised $6M seed round led by Bling Capital (January 2026)., Launched an agentic AI platform with four autonomous, document-grounded agents (February 2026)., Demonstrated review of 19,000 pages from a complex hysterectomy case, surfacing two missed diagnoses and a 10-day complication cascade.

## Products & services

- **AI-Assisted Medical Record Review** — Automates the ingestion, synthesis, and verification of unstructured medical records, producing comprehensive clinical timelines and summaries with every event linked to its source page.
- **Agentic AI Platform (four autonomous agents)** — Four document-grounded agents that investigate, draft, research, and organize cases end to end - executing multi-step workflows, verifying conclusions against source records, and re-evaluating as new evidence arrives.
- **Case Validation & Analytics** — Automatic case screening, claim eligibility checks, claim tiering and prioritization, and case stratification for high-volume mass tort dockets.
- **Continuum** — Continuous intelligence that re-evaluates case conclusions each time new records or evidence are added.
- **Insight Canvas** — Data-visualization surface for timelines, injury patterns, and anomalies across a case or a portfolio of claims.
- **Case Dialogue** — Natural-language interface to interrogate the medical record and case file directly.
- **Specialized Practice Modules** — Purpose-built workflows for medical malpractice, birth injury, nursing home abuse, and mass tort litigation.

## Achievements

- Raised $6M seed round led by Bling Capital (January 2026).
- Launched an agentic AI platform with four autonomous, document-grounded agents (February 2026).
- Demonstrated review of 19,000 pages from a complex hysterectomy case, surfacing two missed diagnoses and a 10-day complication cascade.
- Reports >90% reduction in case review time; processes cases from hundreds to 60,000+ pages.
- SOC 2 Type II and HIPAA-compliant platform.
- Serving hundreds of plaintiff and defense law firms.

## Latest updates

- **2026-01** — Announced $6M seed round led by Bling Capital with participation from NVP Capital and strategic angels.
- **2026-02** — Launched agentic AI platform for complex litigation with four autonomous agents, built in partnership with Anthropic, OpenAI, Perplexity, and Google.

## Links

- Website: https://parambil.com
- LinkedIn: https://www.linkedin.com/company/parambil
- YouTube: https://www.youtube.com/@ParambilAI
- Instagram: https://www.instagram.com/parambil.ai/

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Profile page: https://yespress.io/parambil
Published by YesPress — https://yespress.io
Last updated: 2026-07-03