LNC AI vendor watch

The vendors that name LNCs, and the page we read

The article

What changed in the last quarter for AI tools sold to the LNC: new vendors, launches, pricing, language?

How vendors reach legal nurse consultants

The LNC set is the smallest in this series, 17 vendors. Of the 6 vendor pages named in sources, 2 are articles rather than product pages: precedent.com and trialline.net reach LNCs through posts about building a medical chronology. That is the deliverable many LNCs bill for, so these vendors are pitching the LNC and, at the same time, offering a cheaper route to the LNC's own client.

Of the named pages, only EZ-Medical AI has a page written for legal nurse consultants by role. The rest name the audience in passing, on a homepage or a company history page.

Citation claims are common here

13 of 17 say the output cites back to the source page (76%), the highest share of the 3 audiences in this series. Among claims vendors, it is 12 of 34 (35%). Among QME vendors, it is 9 of 23 (39%). A citation claim is easy to print and hard to check from a website. Ask for a sample chronology on a record you already know, then trace 10 entries back to the page they cite.

Who is shipping

The chart counts the share of dated sitemap URLs that changed in the last 180 days. It measures the website, not the product.

Medicolegal Intelligence LLC changed 100% of its dated URLs and MedChrons 74%. precedent.com changed 20% and trialline.net 0%: trialline publishes sitemap dates, and none moved in 180 days. A 0 here is a measured 0, not a missing value.

Prices

9 of 17 LNC vendors publish a price a buyer can act on without a sales call (53%), the highest share of the 3 audiences in this series. Among claims vendors, it is 9 of 34 (26%). Among QME vendors, it is 8 of 23 (35%). An LNC working alone can buy on a printed price without a procurement process. The named examples in sources are precedent.com and trialline.net.

Openness

6 of 17 publish an llms.txt file and 1 blocks AI crawlers in robots.txt.

What to watch next quarter

• Whether more vendors add a page written for LNCs by role, as EZ-Medical AI has.
• Whether the chronology vendors start selling to attorneys directly, around the LNC.
• Whether trialline.net's site starts moving again.
• Whether any vendor publishes an error rate on a chronology, not only a citation claim.

Methodology

This is a secondary-research study, not a survey. The LNC set mixes 2 sources: vendors from our 2026-08-13 deep scrape, and vendors found in a targeted discovery pass on 2026-09-06 and 2026-09-07.

What we did

1. A vendor counts for LNCs only when its own site names legal nurse consultants. An article on the vendor's own site counts; a third-party listing does not.
2. Discovery-pass vendors were scraped shallowly, often 1 page, so a missing claim is more likely to be a page we did not read.
3. Sitemaps, llms.txt and robots.txt were pulled live on 2026-09-06 and 2026-09-07.

What this cannot tell you

This measures what vendors publish, not what their software does. 17 vendors is a small set. 1 vendor changes a share by about 6 points, so read the percentages as rough. Every count is over this vendor set on these dates. It is not a market share estimate.

Sources

124 sources. Every figure in this article traces to one of them. External links are marked nofollow and open in a new tab.

Vendor pages that name legal nurse consultants (17)

• EZ-Medical AI · 2026-09-07
• SecondLook Health · 2026-09-07
• marker-group.com · 2026-08-13
• precedent.com · 2026-08-13
• RecordReview.ai (InnovAI) · 2026-09-07
• trialline.net · 2026-08-13

Pricing pages (8)

• precedent.com · 2026-08-13
• trialline.net · 2026-08-13

Prices as of 7 Sep 2026.

Reviews and threads quoted (16)

• US Legal Support on google · 2025-04-03
• r/legaltech on Reddit · 2026-01-27
• r/LawFirm on Reddit · 2025-01-21
• r/WorkersComp on Reddit

Watch it in the app

3 short guides from our help center, recorded on a demo case. They play inside the app: sign in or create a free account, and the video opens at the chapter you picked. First case is free on us.

Free account2:33

Deduplication

How repeated pages come out before anyone reads them, what each label means, and how to compare a removed page with the one that was kept.

1. 0:52The kept page
2. 1:19The labels
3. 1:49Compare

Free account2:14

Report studio

Draft a report from the records, check every page cite against them, edit it and sign it.

1. 0:41Report types
2. 0:56The citation
3. 1:08Verification and cross-examination

Free account2:35

Medical chronology

Every medical event on its date, in order, tied to the page it came from. Filter it, search it and export it as PDF or Word.

1. 0:51The event card
2. 1:04The page behind it
3. 2:08Export

Frequently asked

More in this series

• AI does the work, the LNC approves: the new reality of legal nurse consulting in 2026
• What's missing from AI chronology tools: an LNC's checklist (17 tools checked)
• The LNC's buyer's guide to AI record review, 2026
• The honest ranking of AI chronology and record review tools for LNCs, 2026
• What the top 10% of LNCs look like in 2026
• The issues LNCs report with AI chronologies: dedup, missed entries, wrong dates (with the reviews)

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