NewMissing Records Detection: flags every visit, provider, and date missing from the file. See how →

Parambil — Profile & Assessment

Parambil publishes 5 of the 8 buying facts this rubric checks. Neither pricing nor turnaround is among them. This profile records what the company publishes about its services, maps those claims to the Content Hub evaluation rubric, and cites every source behind them. 11 of 17 facts are confirmed from 11 public sources; unpublished fields are marked, never estimated.

By Ahmed Jemaa, Co-Founder & CEO of Medrecords AI · Published 30 Aug 2026 · Updated 14 Sep 2026

4 sections·11 sources·Verified 2026-08-28 ✓
Disclosure
8/17 facts
01

What it does

Parambil does not publish a description of its services. The fields below record only what could be confirmed from the 9 public sources cited at the foot of this page; nothing is estimated to fill the gap.

Key facts

Segment

Legal (Mass Tort / PI)

Website

parambil.com

Founded

2023

HQ

New York, NY

Headcount

11-50 employees

Ownership

Privately held, venture-backed (~$8M raised from investors including Bling Capital)

Not publishedPricingTurnaroundCertifications

Medrecords AI vs Parambil at a glance

Same 8 rubric rows, side by side. Vendor cells repeat what Parambil publishes; a row it has not published stays that way. Medrecords AI cells are our own published terms.

Rubric rowMedrecords AIParambil
Processing modelAI drafts and cites; you review and sign. Every line cites its source page.AI (agentic, built with Anthropic)
Human QAYours, not ours. Output is editable and every claim links to the page it came from.None disclosed
Typical turnaroundMinutes to hours per fileNot published
Pricing modelPay per page, no subscription (Self-Service); annual licence for Enterprise On-PremNot published
Indicative costfrom 10¢ to as low as 5¢ a page, duplicates freeNot published
Export formatsDOCX, PDF and HTML, hyperlinked back to every source page; API or SFTP deliveryWord, PDF; single-page or full case-package exports
Best forLaw firms, IME clinics, legal nurse consultants and small TPAsMass tort and complex litigation, plaintiff and defense
Customer satisfactionWe publish no rating of our ownNo public reviews found

Longer versions: Medrecords AI vs Parambil, head to head · Parambil alternatives compared.

The boundary on our side does not move: the software drafts and cites; you review, you revise, you sign.

02

Evaluation criteria

Content Hub rubric5 of 8 published
✓
Processing model
AI (agentic, built with Anthropic)
✓
Human QA
None disclosed
○
Typical turnaround
No figure published; a '95% faster' claim is made without a baseline
○
Pricing model
No published pricing model. No /pricing URL exists in the site's 13-URL structure. All CTAs are "Book a Demo."
✓
Export formats
Word, PDF; single-page or full case-package exports
✓
Best for
Mass tort and complex litigation, plaintiff and defense
✓
Customer satisfaction
No public reviews found
○
Not published
Indicative cost goes unstated, as it does across most of this market. The questions to ask instead are below.
03

Profile notes

Who it serves
Case types not published.
Claims & platform notes
No platform claims published.
Review summary
Not independently rated by Medrecords AI. Cited public reviews are listed under Sources; Medrecords AI assigns no star rating without verified evidence.
Competitive coverage
Supio vs Parambil (2026): Parambil Alternatives · 10 Best AI Tools for Medical Record Review in Litigation · Compare Parambil vs Wisedocs · Compare LawPro.ai vs Parambil
04

What to confirm before you sign

Parambil publishes 5 of the 8 fields in the Content Hub rubric. Across all 270 vendors profiled in the Content Hub, the median is 5 of 8. Of the 3 it leaves unpublished, these 2 matter most.

  1. How do you charge — per page, per file, per hour, or per seat?
    Get the unit before you scope a pilot. A per-hour or per-seat quote and a per-page quote behave very differently once a file runs past 1,000 pages.
    Pricing model56% of all profiled vendors leave this unpublishedOurs: flat per page, no seats, no subscription
  2. What does a real 1,000-page file cost, all in?
    Ask for a worked example rather than a rate card. Duplicate pages, rush fees and monthly minimums are where the quoted rate and the final invoice separate.
    Indicative cost82% of all profiled vendors leave this unpublishedOurs: from 10¢ to as low as 5¢ a page, duplicates free

The other 7 questions, and what all 270 profiled vendors do and do not publish, are in the evaluation guide.

Sources

How Medrecords AI does this work

Parambil works in medical-record review. Medrecords AI does this category of work as software: the record sorted, deduplicated and read in minutes, every statement cited back to its page, and you sign off on what it means.

SolutionMass tort case reviewOne criteria set applied across an entire docket, not a sample of it.Read more →ProductMass tort batch processingThe same extraction criteria run across every claimant file in a docket.Read more →SolutionSettlement claim reviewMatrix criteria applied file by file, with the citation behind each call.Read more →
Test it on a file you already have.
Send one real record set. You get back a cited chronology and decide for yourself whether the read holds up — no obligation either way.
Book a demoSee pricing

Explore the Content Hub

Software & platforms

AI and case-management platforms across medical-record review.

Service providers & BPOs

Record review, peer review, retrieval, LNC and BPO providers.

State programs

Rules, AMA Guides edition, and MMI standards by state.

Comparisons

Head-to-head vendor and program comparisons.

Guides

Editorial reference on report writing, MMI, and validity testing.

Conferences & events

Workers' comp, claims, insurance and medical-legal conferences with editorial takes.

Directories

Rosters of examiners, LNCs, and expert witnesses by state.

State matrix report

All 10 verified state programs, side by side.

Content Hub home

The full index of everything in the hub.

Medrecords AIMedrecords AI

Minutes per file. Every line cited. From 10¢ to as low as 5¢ a page.

Bring the hardest file from this page. Get a cited chronology and a report draft in minutes — every line traced to its source page, ready for your review and signature.

  • Minutes per file, not days
  • Every line cited to its source page
  • From 10¢ to as low as 5¢/page, duplicates free — no license, no minimums
  • HIPAA-eligible · SOC 2
See pricing Book a demo

See how Medrecords AI compares with anything on this page — over a 30-minute call, side by side.

Last verified: 2026-08-15