Bribery-Tainted Contract Profits Are Forfeitable “Proceeds” Under § 981(a)(2)(B) Using a But-For Nexus Even If the Defendant “Generated” the Customers

1. Introduction

In United States v. Ponzo, the First Circuit reviewed sentences and forfeiture orders arising from a bribery-driven honest-services wire fraud scheme connected to “Mass Save,” a state-mandated energy-conservation program administered through contractor selection and oversight by CLEAResult. Christopher Ponzo (owner of CAP Electric, Inc.) and his brother Joseph Ponzo (associated with Air Tight Solutions, LLC) pleaded guilty without plea agreements to: conspiracy and substantive honest-services wire fraud (18 U.S.C. §§ 1349, 1343, 1346), and making false statements (18 U.S.C. § 1001(a)(2)); Joseph also pleaded guilty to aiding and assisting false tax returns (26 U.S.C. § 7206(2)).

The scheme, as the court accepted from the indictment/PSRs and sentencing record (consistent with guilty-plea appellate practice described in United States v. Diaz-Serrano), centered on bribing CLEAResult employees (notably Eric Darlington and later Peter Marra) for preferential treatment—contractor approval, pricing and billing assistance, job scoping, and audit/inspection tips. The brothers also used Air Tight as an apparent contractor while subcontracting the work, allegedly masking the arrangement with fabricated indicia of legitimacy (including false employee representations and email accounts).

The district court imposed 27-month prison terms on both defendants (above-guidelines for Christopher; within-guidelines for Joseph) and ordered forfeiture of $13.2 million (Christopher) and $3.6 million (Joseph). On appeal, the defendants attacked (1) guideline calculations (including tax loss and multiple enhancements), (2) the factual basis for the court’s view of “money made,” and (3) the forfeiture amounts and process, including an Eighth Amendment challenge.

2. Summary of the Opinion

The First Circuit affirmed across the board. It held:

• Tax loss (Joseph): No plain error in accepting the PSR’s $115,528 “IRS calculated” tax loss; Joseph failed to meaningfully refute it.
• Enhancements:
  • Sophisticated means enhancements were supported by the defendants’ layered concealment mechanisms, including the use of an entity to funnel and disguise payments and the creation of false indicia of employees.
  • Aggravating role enhancement for Christopher was supported by evidence he directed Joseph’s conduct (fake emails; transferring money to cover bribes) and recruited Joseph.
  • Obstruction enhancements stood because defendants did not challenge independent grounds supporting them, and the guideline commentary caveat supports enhancement when convicted of a separate obstructive count such as § 1001.
• Explanation claims: Any complaint about insufficient explanation was waived (no plain-error argument developed). In any event, the court could infer reasoning from the parties’ litigated positions.
• “Money made” arguments: Christopher’s procedural claim was unpreserved and waived on appeal for failure to argue plain error; Joseph’s plain-error challenge failed because, on this record, it was not “indisputable under current law” that only “assigned” jobs, rather than bribery-tainted contracting profits, could be treated as crime-related proceeds/benefits.
• Forfeiture proceeds: Applying the “but for” test, the government proved by a preponderance that the forfeited funds were proceeds traceable to the scheme. The “self-generated customer” theory did not defeat traceability where bribes were integral to contractor approval, contract scoping/approval, and ongoing preferential treatment.
• Forfeiture process: Any deviations from Fed. R. Crim. P. 32.2 were harmless given notice, lack of objection, and later merits litigation.
• Eighth Amendment: The $13.2 million forfeiture was not “grossly disproportional” under United States v. Bajakajian and United States v. Heldeman, especially in light of 18 U.S.C. § 3571(d) and the corruption harms to program integrity and public trust.

3. Analysis

3.1 Precedents Cited (and How They Shaped the Decision)

A. Standards of review, preservation, and appellate discipline

• Gall v. United States: Provided the procedural/substantive reasonableness framework (procedural errors include reliance on clearly erroneous facts). The panel used Gall both to situate the defendants’ claims and to distinguish Christopher’s unpreserved procedural argument from preserved substantive-reasonableness claims.
• United States v. Denson and United States v. Rivera-Berríos: Reinforced the procedural/substantive dichotomy and guided how the court categorized each argument.
• United States v. Fargas-Reyes, United States v. Rivera-Rivera, and United States v. Galíndez: These decisions framed the “plain error” gauntlet—especially the requirement that any error be obvious/indisputable. They were outcome-determinative on (i) Joseph’s tax-loss dispute, (ii) Christopher’s “money made” argument, and (iii) Joseph’s attempt to narrow “tainted proceeds.”
• Holguin-Hernandez v. United States: Christopher invoked it to avoid plain-error review, but the panel confined Holguin-Hernandez to substantive-reasonableness preservation and relied on United States v. Rivera-Rivera to treat his challenge as a procedurally unpreserved “clearly erroneous fact” claim.
• Puckett v. United States: Supported the principle that timely objections allow district courts to correct errors; used to justify applying plain-error/waiver doctrines to the explanation argument.
• United States v. Cruz-Ramos and United States v. Rivera-Carrasquillo: Used for waiver principles where appellants fail to argue plain error.
• Oliveras-Villafañe v. Baxter Healthcare SA, Miller v. Jackson, and United States v. Henry: Underpinned affirmance on unchallenged independent grounds (central to sustaining the obstruction enhancement).
• United States v. D'Angelo, United States v. Zehrung, and United States v. Ilarraza: Supported inferring a sentencing judge’s rationale from the parties’ sentencing presentations when the judge adopts one side’s reasoning.

B. Guideline enhancement doctrine

• United States v. Rodriguez, United States v. Reyes-Torres, and United States v. Leahy: Established the abuse-of-discretion review structure and the government’s burden to prove enhancements by a preponderance.
• United States v. Foley and United States v. Evano (with the Ninth Circuit citation to United States v. Jennings): These were pivotal in rejecting the defendants’ cramped view of “sophisticated means.” Foley and Evano support (i) non-exhaustive examples, (ii) “less sophisticated” conduct can qualify, and (iii) a scheme can be sophisticated in the aggregate even if components are individually simple.
• United States v. Thorndike (and United States v. Jackson): Reinforced the holistic “linked steps” view of sophistication, supporting the tax “sophisticated means” enhancement where multiple steps were coordinated to conceal personal consumption as business expense.
• United States v. Ilarraza, United States v. Al-Rikabi, United States v. Grullon, and United States v. Cortés-Cabán: Supplied the doctrinal test for the aggravating-role enhancement and the low threshold for evidentiary support (authority over one participant on one occasion; circumstantial evidence permissible).
• United States v. Savarese and United States v. Joyce: Made recruitment itself probative of a managerial function, bolstering the role enhancement for Christopher.
• Isabel v. United States: Joseph used it to argue obstruction requires significant impediment, but the panel distinguished it based on the guideline commentary caveat that “if the defendant is convicted of a separate count for such conduct” the adjustment applies—rendering Isabel non-controlling on the operative commentary scenario.
• Persuasive out-of-circuit support: United States v. Figueroa, United States v. Ricardson, and United States v. Davist were cited (as “see generally”) to confirm that a conviction for false statements can mandate the obstruction enhancement in light of the guideline commentary.

C. Forfeiture doctrine, traceability, and constitutional limits

• United States v. George: Provided the governing standards of review for forfeiture issues (legal questions de novo; factual findings clear error).
• Kaley v. United States: Framed forfeiture’s purposes—punishment, deterrence, and reducing criminal enterprise power—supporting a reading that avoids allowing bribery schemes to remain profitable.
• United States v. Angiulo: Supplied the “but for” test to determine forfeitable proceeds, which the panel treated as the operative causal nexus framework.
• Bostock v. Clayton Cnty.: Cited for a plain-language explanation of “but for” causation, underscoring the court’s effort to define causal language transparently.
• United States v. Farkas: Used to articulate the application of but-for causation to proceeds forfeiture: funds are proceeds if the defendant would not have them but for the crime.
• United States v. Robertson and United States v. Marino: Confirmed the preponderance standard for forfeiture nexus and explained what “preponderance” means.
• United States v. Treacy: Supported the practical point that forfeiture calculations are not an “exact science,” lowering expectations that the government quantify proceeds with mathematical precision.
• United States v. Cox and United States v. Monsanto: Reinforced forfeiture’s mandatory character and the breadth of proceeds captured (including uncharged relevant conduct that is part of the scheme), supporting the “shall order” view under 28 U.S.C. § 2461(c).
• McIntosh v. United States and Stor/Gard, Inc. v. Strathmore Ins. Co.: Supported addressing forfeiture process errors through harmless error analysis where the defendant cannot show prejudice.
• Lawless v. Steward Health Care Sys., LLC: Enforced waiver doctrine for reply-brief-only arguments (used to discard Joseph’s “no financial loss” contention).
• United States v. Heldeman and United States v. Bajakajian: Supplied the Eighth Amendment “grossly disproportional” test and the three-factor proportionality framework applied to forfeiture-as-punishment.
• United States v. Candelaria-Silva, United States v. Torres-Meléndez, Honeycutt v. United States, and United States v. Elias: The court used these to rebut an overbroad claim that forfeiture of full proceeds is “never excessive,” emphasizing context and signaling ongoing doctrinal nuance after Honeycutt for certain forfeiture theories.
• United States v. Carpenter, United States v. Beras, and United States v. Facteau: Guided how to weigh statutory maximums versus guideline fine ranges when assessing excessiveness; Carpenter and Facteau supported treating the statutory scheme as the “better guide” for forfeiture proportionality in high-gain offenses.
• United States v. Segal: Offered an on-point articulation that multimillion-dollar crimes may warrant multimillion-dollar forfeitures under Bajakajian.

3.2 Legal Reasoning

A. Tax-loss base offense level (Joseph): plain error and evidentiary posture

Joseph’s tax-loss challenge failed primarily because of the interaction between (i) plain-error review and (ii) the record’s characterization of the figure as “IRS calculated.” The panel treated the PSR’s IRS-based tax loss as a sufficiently reliable sentencing fact in the absence of a concrete rebuttal—illustrating a recurring appellate reality: where a defendant does not develop an evidentiary counterrecord below, plain-error review becomes effectively insurmountable. The court also noted that the accepted loss may have been underinclusive because it did not capture other personal purchases made with company accounts.

B. “Sophisticated means”: rejecting formalism and focusing on integrated concealment

For USSG § 2B1.1(b)(10)(C), the defendants tried to confine “sophisticated means” to a narrow “shell company” paradigm. The panel rejected this as an effort to convert a non-exhaustive example into a limiting definition. Relying on United States v. Foley and United States v. Evano, the court emphasized that sophistication is assessed in the aggregate. On the facts, the use of Air Tight to route funds, create false indicia of employees, and disguise bribe-related transfers as business expenses demonstrated “especially intricate” concealment—sufficient even if any single step might appear mundane.

For USSG § 2T1.4(b)(2), Joseph’s argument that mischaracterizing personal expenses is not sophisticated was undermined by the scheme’s structure: bulk gift-card purchasing through business accounts, personal spending via gift cards, and reporting those costs as business deductions. The panel’s reasoning matches the guideline’s focus on concealment architecture, not just the surface simplicity of “calling something a business expense.”

C. Aggravating role: “control” can be episodic, and recruitment matters

Applying United States v. Ilarraza and United States v. Grullon, the panel treated two discrete “direction-and-compliance” events as enough: Christopher told Joseph to create fake emails and to send money to CAP Electric to cover bribes—and Joseph did so. The opinion also underscores recruitment’s independent weight under United States v. Savarese and United States v. Joyce. The broader doctrinal point is that leadership/management is not limited to day-to-day command; targeted instruction plus recruitment can satisfy USSG § 3B1.1(c).

D. Obstruction: affirmance on unchallenged independent grounds and the § 1001 caveat

The obstruction analysis has two reinforcing pillars:

1. Appellate framing: The defendants challenged only one of multiple independent grounds supporting obstruction. Under Oliveras-Villafañe v. Baxter Healthcare SA (and related decisions), that omission was enough to affirm without reaching the contested ground.
2. Guideline structure: The court’s footnote addresses the substantive debate Joseph gestured at via Isabel v. United States: while ordinary false statements may require significant impediment, the commentary provides that when a defendant is convicted of a separate count for such conduct (as with § 1001), “the adjustment will apply.” The panel thus treats the commentary caveat as dispositive in this posture.

E. “Money made” at sentencing: preservation doctrine meets bribery-taint economics

Christopher’s challenge largely ended on preservation: because he did not object when the district court articulated its view at the hearing, United States v. Rivera-Rivera dictated plain-error review, and his failure to argue plain error resulted in waiver.

Joseph’s effort to confine “tainted proceeds” to a small subset of “assigned” jobs failed on the merits under plain-error review, and the court’s factual narrative is instructive: bribed insiders did not merely “assign customers,” but shaped contractor approval, contract scoping, pricing, invoicing, and oversight, and offered audit/inspection tip-offs. This describes a market in which the bribe buys a privileged operating environment. On such a record, it was not “indisputable” error to treat the brothers’ gains as crime-linked.

F. Forfeiture: applying § 981(a)(2)(B) “proceeds” and the but-for nexus to bribery-tainted contracting

This is the opinion’s most practically significant contribution.

First, the court situates forfeiture within 18 U.S.C. § 981 (via 28 U.S.C. § 2461) and emphasizes the definition of “proceeds” for cases involving lawful services “sold or provided in an illegal manner”: the money acquired through illegal transactions, minus direct costs (18 U.S.C. § 981(a)(2)(B)).

Second, the panel applies a causation lens: under United States v. Angiulo’s “but for” test—explained with Bostock v. Clayton Cnty. and operationalized with United States v. Farkas—the question is whether the defendants would have obtained the funds absent the criminal conduct.

Third, the court rejects the “self-generated customer” safe harbor. Even if the brothers originated leads, the record showed:

• Air Tight’s contractor status depended on bribed assistance (without which it would not have been paid by CLEAResult).
• CLEAResult employees still had to scope/approve projects for contracts to exist.
• Bribes continued after awards for preferential benefits (e.g., audit/inspection tip-offs) that protected and enhanced the revenue stream.

The opinion’s functional rule is that in bribery-tainted contracting, “proceeds traceable to” the offense can encompass the revenues (or net gains) from contracts operated under that corrupt advantage, not merely those contracts that an insider “handed over” from scratch. This aligns with forfeiture’s “crime does not pay” rationale cited from Kaley v. United States and with the mandatory language emphasized via United States v. Monsanto and United States v. Cox.

G. Rule 32.2 process errors: harmlessness through notice and lack of prejudice

Christopher identified deviations from Fed. R. Crim. P. 32.2 timing and sequencing (no pre-sentencing motion specifying amount; no preliminary order sufficiently in advance; delayed opportunity to oppose). The panel assumed error but treated it as harmless under McIntosh v. United States, emphasizing practical indicators of non-prejudice: the indictment and plea hearing gave notice of forfeiture exposure; the sentencing memorandum referenced forfeiture-relevant figures; he did not object at sentencing when the government orally moved; and he later fully litigated the merits via reconsideration, which the district court rejected. The court thus framed Rule 32.2’s protections as principally aimed at meaningful opportunity to contest, not a rigid ritual where noncompliance automatically vacates an otherwise supported forfeiture.

H. Excessive fines: applying Bajakajian with weight on statutory maximums in high-gain bribery fraud

Under United States v. Bajakajian and United States v. Heldeman, the panel assessed gross disproportionality using:

• Class of persons targeted: Christopher was “dead center” within honest-services bribery’s target class.
• Authorized penalties: The court gave “great weight” to Congress’s judgment and highlighted 18 U.S.C. § 3571(d) (“twice the gross gain”), yielding a $72 million ceiling based on $36 million gross proceeds; the $13.2 million forfeiture fell well below that figure. The court reconciled guideline fine-range arguments by relying on United States v. Facteau and United States v. Carpenter (and distinguishing the cautionary note in United States v. Beras), effectively prioritizing the statutory scheme as the better constitutional yardstick for proceeds forfeiture in multimillion-dollar cases.
• Harm: Even if financial-loss arguments were contested, the court treated corruption harms—erosion of trust in program oversight, workplace integrity, and public confidence—as real and weighty.

3.3 Impact

A. Forfeiture in “lawful services, illegal manner” cases

The decision strengthens the government’s ability to seek large proceeds forfeitures in public/private contracting corruption and honest-services wire fraud where the defendant argues the work itself was legitimate. The court’s approach makes “taint” turn on the bribery-enabled contracting environment (approval, scoping, pricing, preferential oversight treatment), not solely on who first contacted the customer. Future litigants should expect forfeiture disputes to focus on (i) whether bribes were integral to market access/contract approval and (ii) whether preferential treatment materially supported revenue generation or retention.

B. Sentencing enhancements for concealment architecture

On “sophisticated means,” the opinion reinforces that defendants cannot evade enhancements by pointing to a business’s partial legitimacy. When an entity is used as a concealment vehicle (false personnel indicia, disguised transfers, layered gift-card spending), sophistication may be found based on scheme design and linkage.

C. Obstruction enhancements and charging decisions

By foregrounding the guideline commentary caveat for convictions on a separate false-statements count, the opinion signals a predictable consequence: where prosecutors charge and obtain convictions under 18 U.S.C. § 1001, the obstruction enhancement under USSG § 3C1.1 becomes much harder to contest, even where defendants argue the lie did not significantly impede the investigation.

D. Procedural lessons for defense practice

Two practice impacts are explicit: (1) preservation at sentencing matters—objections must be made “when the error occurred” to avoid plain-error review; (2) explanation challenges must be paired with a developed plain-error argument on appeal or risk waiver. The opinion operationalizes these rules across multiple issues, not as dicta.

4. Complex Concepts Simplified

• Honest-services wire fraud: A form of wire fraud (18 U.S.C. § 1343) focused on depriving another of the “intangible right of honest services” (18 U.S.C. § 1346), commonly charged in bribery/kickback schemes that corrupt decision-making.
• Sophisticated means (Guidelines): Not “genius-level” crime—rather, a crime committed or concealed through especially intricate steps. Courts look at the whole structure, not whether each step is individually complex.
• Aggravating role: A guideline increase for acting as an organizer/leader/manager. Even limited direction of another participant, or recruiting someone into the scheme, can suffice.
• Obstruction of justice: A sentencing increase for willfully impeding investigation/prosecution/sentencing. The guideline commentary can make it apply when the defendant is convicted of a separate obstructive offense (like § 1001).
• Forfeiture vs. restitution: Forfeiture strips the defendant of ill-gotten proceeds (a punishment and deterrent). Restitution compensates victims. A case can involve forfeiture even if “financial loss” is disputed.
• “But for” nexus: A causation test: would the defendant have obtained the money if the crime had not happened?
• Preponderance of the evidence: More likely than not—lower than “beyond a reasonable doubt.”
• Plain error: A demanding appellate standard applied when an issue wasn’t properly preserved: the error must be obvious and must have affected substantial rights and fairness.
• Excessive fines (Eighth Amendment): Even if forfeiture is punitive, it is unconstitutional only if “grossly disproportional” to the offense under Bajakajian.

5. Conclusion

United States v. Ponzo is a comprehensive affirmance that matters most for its forfeiture analysis in bribery-tainted contracting schemes: where lawful services are “sold or provided in an illegal manner,” the First Circuit applied a but-for causation framework to uphold multimillion-dollar proceeds forfeitures notwithstanding the defendants’ claim that they “generated” the customer work. The opinion also reinforces a holistic approach to “sophisticated means,” a low-threshold evidentiary approach to aggravating-role findings (including recruitment), and a commentary-driven path to obstruction enhancements where defendants are separately convicted under 18 U.S.C. § 1001. Finally, it underscores that appellate outcomes often hinge less on abstract doctrine than on preservation, record-building, and the ability to show prejudice from procedural irregularities.