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AI Verification Infrastructure for Law

Trust, verified.

AI is changing how legal work is drafted. Courts have not changed what they expect from the lawyer who signs it. Veritas verifies citations, validates holdings, and produces a defensible audit trail for every AI-assisted brief, before it leaves the firm.

Upload a filingHow it works
Pilot cohort open · first 10 firms · hand-onboarded by the team
Brief · §III · ArgumentAudit running

The standard articulated in Daubert · 509 U.S. 579 governs admissibility of expert testimony.

The proposition that follows is not supported by the cited holding.

Citation does not appear in any reporter, likely fabricated.

3 findings · 1 unverified · 1 unsupported · 1 fabricatedIllustrative
Aggregate cost to the bar
$487,300
Aggregate sanctions, costs & fees · U.S. courts · cumulative through Apr 2026

What courts have already taken back from the bar.

The number above is our best estimate of monetary sanctions, cost orders, and fee-shifting awards levied on U.S. attorneys for filings containing AI-fabricated citations. It climbs from the conservative floor (publicly-reported direct sanctions only) to the defensible ceiling (including published cost orders and diverted court time).

Range$487,300 – $3,248,500SourcesCharlotin, AI Hallucination Cases (2026); published sanction orders in Mata v. Avianca (S.D.N.Y. 2023), Lacey v. State Farm (C.D. Cal. 2025), Noland v. Land of the Free (Cal. Ct. App. 2025), and reporting by NPR (Apr. 2026) on D. Or. sanctions.MethodLow bound: documented direct monetary sanctions. High bound: adds cost orders, fee awards, and conservatively-modeled court & opposing-counsel time.
The record so far

Courts are no longer treating fabricated citations as a misunderstanding.

Every entry below is from the public record: a sanctioned attorney, a disqualified counsel, a published warning. The professional rules have not changed: a lawyer is responsible for every citation in a filing they sign, regardless of who or what produced it.

S.D.N.Y. · 2023
$5,000 sanction

Mata v. Avianca, Inc. Two attorneys submitted a brief citing six fabricated cases generated by ChatGPT. The judge wrote that he might not have sanctioned them had they come clean, but they didn't.

Mata v. Avianca, 678 F. Supp. 3d 443 (S.D.N.Y. 2023)
M.D. Fla. · 2024
1-year federal suspension

A Florida attorney was suspended from practicing in the Middle District of Florida after filing pleadings with cases that, in the court's words, were completely fabricated.

In re Neusom · 1-year suspension, March 8, 2024
Cal. Ct. App. · 2025
$10,000 · 21 of 23 quotes fabricated

A California appellate court fined an attorney for filing an opening brief in which 21 of 23 quoted authorities were fabricated. The court published the opinion as a warning to the bar.

California 2nd District Court of Appeal, Sept. 2025
N.D. Ala. · 2025
Disqualified · referred to bar

Johnson v. Dunn. A large firm's hallucinated citation led the court to disqualify the offending attorneys, publish the opinion in the Federal Supplement, and direct the clerk to notify bar regulators in every state where they were licensed.

Johnson v. Dunn, No. 2:21-cv-1701 (N.D. Ala., July 23, 2025)
D. Or. · 2026
$109,700 in sanctions and costs

A federal court in Oregon ordered a lawyer to pay $109,700 in sanctions and costs for filing AI-generated errors, reported as one of the largest such penalties to date.

Reported by NPR, April 2026
Worldwide · ongoing
1,200+ documented cases

Damien Charlotin, a researcher at HEC Paris, maintains a public database of court decisions involving AI hallucinations. By April 2026 it had logged more than 1,200 cases, roughly 800 from U.S. courts.

AI Hallucination Cases · damiencharlotin.com
The rule the courts keep returning to: if your name is on the filing, the citations are yours. Not the intern's. Not the AI's. Yours. Monetary fines, in the words of one federal court, are no longer enough to deter the behavior.
What Veritas does

A verification layer between AI output and the courthouse door.

We are not a drafting tool. We are not an assistant. We sit between whatever tool your firm already uses and the filing your name will appear on, and we make sure the work is defensible.

01

Verify

Every cited authority is matched against primary reporters, statutes, and court rules. We confirm the case exists, that the holding is what counsel says it is, and that the proposition is actually supported.

  • Reporter lookup·
  • Holding-to-proposition matching·
  • Negative treatment surfacing·
02

Audit

Every action, by a human, by a model, by a tool, is timestamped, hashed, and bound to the filing. The audit trail is exportable as a signed PDF that travels with the brief.

  • SHA-256 evidence chain·
  • Per-paragraph provenance·
  • Court-ready export·
03

Defend

Stress-test the brief adversarially before opposing counsel does. Surface unsupported propositions, weakened precedent, and authority you may have omitted.

  • Adversarial review·
  • Weakness scoring·
  • Defensibility report·
From a published court opinion

“No brief, pleading, motion, or any other paper filed in any court should contain any citations, whether provided by generative AI or any other source, that the attorney responsible for submitting the pleading has not personally read and verified.”

California 2nd District Court of Appeal
Noland v. Land of the Free, L.P. · B331918 · Sept. 12, 2025
Read the opinion ↗
Built for privileged work
SOC 2 Type II (in audit)Privileged CloudPer-Matter EncryptionEU Data ResidencyOn-Prem Available

Verify before you file.

Pilots begin with a single practice group and a real matter. Bring a brief. We'll show you what a defensibility report looks like for your own work.

Upload a filingSee a sample report