Circumstantial Proof of Knowledge in PPP-Fraud Conspiracies: Client Referrals, Kickback Control, and Personal Benefit

Introduction

In United States v. Hudson (5th Cir. Mar. 25, 2026) (per curiam) (unpublished), the Fifth Circuit affirmed Zipora Hudson’s jury convictions for (1) conspiracy to commit wire fraud, in violation of 18 U.S.C. §§ 1349 and 1343, and (2) conspiracy to commit money laundering, in violation of 18 U.S.C. §§ 1956(h) and (a)(1).

Hudson owned “Zippy Bee” tax service and employed, among others, her son Montreal Hudson. The government’s theory was that Hudson used her trusted relationships with long-time tax clients to steer them into fraudulent Paycheck Protection Program (“PPP”) applications, directing them to Montreal to complete paperwork, and that the scheme generated “kickbacks” of roughly $2,000 per loan—payments that were then laundered through the business and used for lavish purchases.

On appeal, Hudson challenged only the sufficiency of the evidence. She did not dispute that fraudulent PPP applications were submitted or that laundering occurred; she argued instead that the evidence did not show she knowingly joined either conspiracy.

Although the opinion is “not designated for publication” (5th Cir. R. 47.5) and thus does not create binding precedent, it is a useful illustration of how the Fifth Circuit applies established sufficiency principles to PPP-fraud conspiracy prosecutions—particularly where knowledge and agreement are proven circumstantially.

Summary of the Opinion

The Fifth Circuit held that a reasonable jury could find beyond a reasonable doubt that Hudson knowingly and willfully joined (1) an agreement to commit wire fraud and (2) an agreement to commit money laundering. The court emphasized that:

  • Multiple clients testified Hudson discussed PPP loans with them, recommended they apply, and referred them to her son to complete the paperwork despite their lack of eligibility.
  • Evidence supported that Hudson had authority over the kickback funds (including whether refunds were approved), which supported an inference of knowing participation in both the fraud and laundering aspects of the scheme.
  • Evidence that Hudson personally benefited (e.g., purchasing a Maserati) further supported the jury’s inference of knowing participation.

Applying the highly deferential Jackson v. Virginia standard to the verdict, the court affirmed.

Analysis

Precedents Cited

1) Standards of review for sufficiency

The panel framed the appellate posture through a set of recurring Fifth Circuit sufficiency cases:

  • United States v. Percel, 553 F.3d 903, 910 (5th Cir. 2008): cited for de novo review where the Rule 29 challenge is properly preserved.
  • United States v. Najera Jimenez, 593 F.3d 391, 397 (5th Cir. 2010): emphasized that sufficiency review is “highly deferential to the verdict” and that evidence need not eliminate all innocent hypotheses.
  • United States v. Mulderig, 120 F.3d 534, 546 (5th Cir. 1997): supplied the rhetorical and doctrinal point that a defendant “swims upstream” when claiming insufficiency after a conviction.
  • Jackson v. Virginia, 443 U.S. 307, 319 (1979): the controlling constitutional test—whether “any rational trier of fact” could find the essential elements beyond a reasonable doubt, viewing evidence in the light most favorable to the verdict.

Together, these cases shaped the lens through which the Fifth Circuit evaluated Hudson’s argument: even with de novo review of the legal question, the court credits the jury’s permissible inferences and resolves conflicts in favor of the verdict.

2) Elements and proof of agreement/knowledge in conspiracies

  • United States v. Kuhrt, 788 F.3d 403, 414 (5th Cir. 2015): provided the three elements of conspiracy to commit wire fraud—agreement, knowledge of unlawful purpose, and willful joining with specific intent.
  • United States v. Alaniz, 726 F.3d 586, 601 (5th Cir. 2013): provided the elements of conspiracy to commit money laundering—agreement plus knowing and intentional participation to further the illegal purpose.
  • United States v. Sanders, 952 F.3d 263, 273–74 (5th Cir. 2020): supported two key inferential principles: (i) conspiracies may be proven with circumstantial evidence alone, and (ii) agreement need not be formal or spoken and may be inferred from “concert of action.”
  • United States v. Ganji, 880 F.3d 760, 767-78 (5th Cir. 2018): cautioned that mere similarity of conduct or association/relationship is insufficient to prove an agreement—preventing guilt by proximity.

The opinion’s evidentiary discussion is best understood as applying Sanders (permissible inference from coordinated acts) while ensuring the proof exceeded Ganji’s “mere association” concern by tying Hudson to specific acts that advanced the scheme.

3) PPP statutory context

  • Bruckner Truck Sales, Inc. v. Guzman, 148 F.4th 341, 344 (5th Cir. 2025): cited to describe the PPP’s origin and purpose under the CARES Act. While not a criminal case, it provided background for the loan program that formed the substrate of the fraud.

Legal Reasoning

A) Conspiracy to commit wire fraud (18 U.S.C. §§ 1349, 1343)

Hudson’s appellate strategy focused on the “knowledge” and “joining” elements: she argued the government proved (at most) that her son committed wire fraud, not that she knowingly agreed to it. The Fifth Circuit rejected that framing because the trial evidence permitted a rational inference of her knowing participation.

The court highlighted testimony from multiple clients that Hudson:

  • discussed PPP loans with them,
  • recommended they apply despite their non-eligibility, and
  • directed them to Montreal Hudson to complete paperwork without the required information.

That pattern is important in conspiracy law. It is not merely that Hudson was related to a principal actor (a Ganji concern); it is that she allegedly served as the intake and referral mechanism—using credibility as a tax preparer to recruit participants and to steer them into the fraudulent application process. Under Sanders, a jury could infer an agreement from that “concert of action,” even absent explicit statements of agreement.

The opinion further noted evidence suggesting Hudson exercised authority within the operation—specifically, that kickback refunds required her approval. The panel treated this as corroborative of her operational involvement, supporting the inference she was not an unwitting bystander.

B) Conspiracy to commit money laundering (18 U.S.C. §§ 1956(h), (a)(1))

For the laundering conspiracy, Hudson again conceded laundering occurred but disputed her knowing participation. The Fifth Circuit pointed to (i) the kickback structure (clients paying $2,000 per fraudulent loan) and (ii) evidence that Hudson knew about and controlled disposition of those kickbacks (including refunds).

Additionally, the court relied on evidence of personal benefit and spending during the scheme (e.g., Hudson’s Maserati purchase and her son’s real estate purchases) as circumstantial proof supporting the jury’s inference of knowing participation and intent to further the illegal purpose. While lavish spending is not an element, it can serve as corroboration that a defendant had a stake in the venture and thus knowingly joined it.

C) The “deferential de novo” posture

The opinion exemplifies a common sufficiency dynamic: the court states review is “de novo” (because the issue is legal and preserved), but the application is constrained by Jackson v. Virginia—the court does not re-weigh credibility, and it accepts reasonable inferences supporting the verdict. Hudson’s challenge failed because the jury’s inference of knowledge and agreement was not speculative; it was grounded in recurring, role-specific conduct (advising, directing, and controlling proceeds).

Impact

Even as an unpublished disposition, United States v. Hudson signals how the Fifth Circuit is likely to evaluate sufficiency challenges in PPP-fraud conspiracy cases involving professionals or service providers (e.g., tax preparers) who act as trusted intermediaries:

  • Recruitment and routing can equal participation: A defendant’s role in directing clients into a fraudulent pipeline can be sufficient for a jury to infer knowing agreement, even if another actor completes and submits the forms.
  • Control over proceeds supports laundering inferences: Evidence that the defendant controlled kickback disposition (such as approving refunds) can support a finding that the defendant knowingly joined a laundering agreement.
  • Benefit evidence can corroborate intent: Proof of personal benefit and unusual spending may strengthen the inference that the defendant was not merely adjacent to wrongdoing but had a stake in it.

Practically, the decision underscores that defendants contesting knowledge in white-collar conspiracies often need to confront not only direct communications but also role-based circumstantial proof—repeat interactions, consistent referral behavior, and authority over money flows.

Complex Concepts Simplified

Sufficiency of the evidence
A narrow appellate claim: the court asks whether a rational jury could have found guilt beyond a reasonable doubt, not whether the appellate judges think guilt is the best interpretation.
De novo review (with deference to the verdict)
“De novo” means the appellate court reviews the legal question afresh, but under Jackson v. Virginia it must view the evidence in the light most favorable to the prosecution and assume the jury resolved credibility disputes in the government’s favor.
Conspiracy
An agreement to commit a crime plus knowing, intentional participation. The agreement can be implied from coordinated actions; it need not be written, spoken, or formal.
Wire fraud conspiracy (18 U.S.C. §§ 1349, 1343)
An agreement to execute a scheme to defraud using interstate wires (such as electronic submissions or bank transfers), plus the defendant’s knowing, intentional joining of that agreement.
Money laundering conspiracy (18 U.S.C. § 1956(h))
An agreement to conduct certain financial transactions with criminal proceeds in a way that furthers illegality (often by disguising, moving, or integrating proceeds), plus knowing participation with intent to further the unlawful objective.
Circumstantial evidence
Indirect proof from which a factfinder can infer a conclusion (e.g., repeated referrals of ineligible clients, control over kickback refunds, personal benefit), as opposed to a direct statement like “I agreed to the fraud.”
Kickbacks
Payments made back to participants or facilitators from the proceeds of a transaction—in this case, approximately $2,000 per PPP loan.

Conclusion

United States v. Hudson reaffirms the Fifth Circuit’s orthodox sufficiency approach: conspiratorial agreement and knowledge may be proven through circumstantial evidence, and a conviction will stand if a rational jury could infer knowing participation from coordinated conduct and control over proceeds. The court held that Hudson’s alleged role in advising and routing ineligible clients into fraudulent PPP applications—paired with evidence of her authority over kickbacks and personal benefit—was enough for a reasonable jury to convict on both wire-fraud and money-laundering conspiracy counts.