United States v. Jacqueline Okomba ( 2022 )


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  •                                    UNPUBLISHED
    UNITED STATES COURT OF APPEALS
    FOR THE FOURTH CIRCUIT
    No. 20-4077
    UNITED STATES OF AMERICA,
    Plaintiff − Appellee,
    v.
    JACQUELINE DIANNE OKOMBA,
    Defendant – Appellant.
    No. 20-4079
    UNITED STATES OF AMERICA,
    Plaintiff − Appellee,
    v.
    LAURENCE SESSUM,
    Defendant – Appellant.
    Appeals from the United States District Court for the Western District of North Carolina,
    at Charlotte. Robert J. Conrad, Jr., District Judge. (3:18-cr-00292-RJC-DSC-1; 3:18-cr-
    00292-RJC-DSC-2)
    Submitted: December 10, 2021                                    Decided: April 28, 2022
    Before AGEE and DIAZ, Circuit Judges, and FLOYD, Senior Circuit Judge.
    Affirmed by unpublished opinion. Judge Diaz wrote the opinion, in which Judge Agee and
    Senior Judge Floyd joined.
    ON BRIEF: Chiege Ojugo Kalu Okwara, Charlotte, North Carolina, for Appellant
    Jacqueline Dianne Okomba. Patrick Michael Megaro, HALSCOTT MEGARO, PA,
    Orlando, Florida, for Appellant Laurence Sessum. R. Andrew Murray, United States
    Attorney, Charlotte, North Carolina, Amy E. Ray, Assistant United States Attorney,
    OFFICE OF THE UNITED STATES ATTORNEY, Asheville, North Carolina, for
    Appellee.
    Unpublished opinions are not binding precedent in this circuit.
    2
    DIAZ, Circuit Judge:
    Following a joint trial, a jury convicted Laurence Sessum and Jacqueline Dianne
    Okomba of conspiracy to commit wire fraud and obstruction of justice. The jury also
    convicted Sessum of wire fraud and conspiracy to commit money laundering. The district
    court sentenced Sessum to 135 months in prison. Okomba received a 72-month prison
    sentence. They appeal, raising a host of challenges. We affirm.
    I.
    A.
    The evidence at trial established these facts. In October 2013, Sessum and Okomba
    opened Direct Processing, LLC, a company that collected “out-of-statute” debts—i.e.,
    unenforceable debts whose statutes of limitations had run.
    Direct Processing bought lists of people with such debts, often engaging outside
    vendors to obtain debtors’ contact information. The company then called the debtors using
    dialer services and left automated messages prompting them to resolve their debts. The
    messages identified a fictitious caller and warned debtors of impending legal action.
    If a debtor responded to the message, they were connected to a Direct Processing
    employee. These employees used scripted pressure tactics that built on the automated
    messages, coercing debtors into paying some, all, or more than their alleged debt. And
    employees earned bonuses the more they collected.
    Employees were also trained to inflate the purported debts and tell debtors that
    Direct Processing would be serving them with legal process, including judgments, wage
    3
    garnishments, or liens. And they warned debtors of imminent arrest if the debts went
    unpaid.
    But Direct Processing lacked legal authority to enforce the out-of-statute debts. So
    it never did. Still, the company collected over $6,000,000 in its first three years of
    operation.
    Sessum and Okomba, as co-owners of Direct Processing, played key roles in its day-
    to-day business. Sessum bought the lists of debts. He also sent Direct Processing’s
    automated-message scripts to the dialer services. And when debtors agreed to pay,
    employees emailed payment information to Sessum for processing. At times, Sessum
    reprimanded employees who threatened debtors with arrest. But these employees rarely
    faced discipline. If they were fired, the company often rehired them.
    Okomba worked as an “office manager” who oversaw Direct Processing’s
    employees. J.A. 509. She ensured that the employees were present, on time, and doing
    their job. Okomba worked closely with another supervisor, Shane Hough. They directed
    employees to use false company names in the collection calls—names that Sessum and
    Hough created when faced with debtor complaints.
    As part of Direct Processing’s operation, it formed several affiliated companies.
    Direct Processing and its alter egos maintained at least fifteen bank accounts, with
    collections deposited into six of those accounts. Sessum and Okomba controlled the
    primary bank accounts, including Direct Processing’s own accounts that received over $4.5
    million in collections. And the pair regularly directed funds from Direct Processing to the
    4
    alter-ego companies. In turn, the companies used those funds for payroll, dialer services,
    and debt-list purchases.
    B.
    In August 2015, the FBI executed a search warrant at Direct Processing’s office on
    Sardis Road in Charlotte, North Carolina. The day before, the FBI had frozen Direct
    Processing’s brokerage account.      Having noticed the account was frozen, Sessum
    instructed employee Cameron Leach to “clear out the computers” at the office because “a
    raid [was] coming.” J.A. 774. Sessum and Okomba were already at the office when Leach
    arrived. Leach then loaded his car with phones and computers. He stored them at his house
    “until everything . . . cooled down.” J.A. 778.
    When FBI agents arrived at the office, they discovered most cubicles were missing
    computers. Agents did, however, find several scripts describing Direct Processing’s debt-
    collection tactics, as well as paperwork bearing false company names. Agents spoke with
    Okomba and Sessum while there. When asked if she had been tipped off, Okomba noted
    that the brokerage account had been frozen.       But when pressed about the missing
    computers, Okomba denied owning any. For his part, Sessum also mentioned the frozen
    brokerage account, but he refused to talk about the computers.
    Direct Processing later opened a new office. Though associated with a different
    company, the FBI traced this office to Direct Processing and obtained a second search
    warrant. Agents again recovered scripts describing legal consequences for debtors if they
    failed to pay and letters to debtors on other companies’ letterhead. Okomba wasn’t present
    during this second search.
    5
    II.
    A.
    A grand jury indicted Sessum and Okomba for conspiracy to commit mail and wire
    fraud, in violation of 
    18 U.S.C. §§ 1341
    , 1343, 1349 (Count 1); wire fraud, in violation of
    
    18 U.S.C. § 1343
     (Count 2); conspiracy to commit money laundering, in violation of 
    18 U.S.C. § 1956
    (h) (Count 3); and obstruction of justice by destruction and concealment of
    objects and records, in violation of 
    18 U.S.C. § 1519
     (Count 4). 1
    Okomba moved to sever her trial from Sessum’s, arguing a joint trial could
    prejudice her ability to present exculpatory testimony because it would inculpate Sessum.
    She also argued that evidence going to Sessum’s guilt could have a “spillover effect”
    against her. J.A. 55. The court denied Okomba’s motion because any prejudice could be
    remedied by less drastic measures such as limiting instructions.
    On the eve of trial, Sessum and Okomba separately moved to dismiss Counts 1
    through 3 of the indictment. They each argued that those charges turned on alleged conduct
    that violated only the Fair Debt Collection Practices Act or the Federal Trade Commission
    Act. According to Sessum and Okomba, their conduct amounted to a civil violation, so it
    couldn’t support a criminal prosecution. The district court denied both motions. It found
    that the “existence of civil remedies” for Sessum and Okomba’s alleged conduct didn’t bar
    a prosecution for fraud. J.A. 378.
    1
    Counts 2 and 4 also charged aiding-and-abetting liability. See 
    18 U.S.C. § 2
    .
    6
    B.
    The case proceeded to a jury trial. The government called victims of Direct
    Processing’s collection scheme and former employees. FBI agents testified about the
    investigation and provided a forensic analysis of bank accounts affiliated with the
    company. The government also submitted documentary evidence, including emails about
    purchasing out-of-statute debts, and Direct Processing’s debt-collection scripts.
    At the close of the government’s case, Sessum and Okomba each moved for a
    judgment of acquittal under Federal Rule of Criminal Procedure 29. The district court
    denied both motions. Neither defendant presented evidence.
    During deliberations, the jury asked two questions: (1) “Are debit/credit transactions
    processed by payment company intermediaries considered wire transactions?”; and (2)
    “Are email communications considered wire communications?” J.A. 1025. The court
    found that the first question was factual and for the jury to answer. But over defendants’
    objections, the court answered the second question in the affirmative.
    The jury then found Okomba guilty of conspiracy to commit wire fraud and
    obstruction of justice but acquitted her on substantive wire fraud and conspiracy to commit
    money laundering. It convicted Sessum on all four counts.
    Following the verdict, Sessum and Okomba renewed their Rule 29 motions and
    moved for new trials. Okomba challenged the district court’s answer to the jury’s question
    about email communications on her wire-fraud-conspiracy conviction, as well as the
    sufficiency of the evidence supporting her obstruction conviction. She also claimed the
    latter had been tainted by spillover evidence from Sessum’s wrongdoing. Sessum likewise
    7
    contested the district court’s response to the jury’s second question and challenged the
    sufficiency of the evidence underlying his convictions, arguing he only violated civil
    statutes.
    The district court denied both motions. 
    2 C. 1
    .
    Sessum’s presentence investigation report calculated a Guidelines sentence of 210
    to 262 months’ imprisonment, based on a total offense level of 36 and a criminal-history
    category of II. Sessum’s money-laundering-conspiracy conviction drove his Guidelines
    calculation. The report increased this offense’s level by 18 based on a loss amount of at
    least $3.5 million, among other enhancements.
    Sessum objected to the report’s calculation. He argued that the evidence supported
    a loss amount of no more than $60,000, particularly since he tried to have “Direct
    Processing comply with fair debt collection practices.” J.A. 1824. Sessum filed a
    sentencing memorandum to the same effect.
    The district court overruled Sessum’s objections. It noted that the 18-level increase
    to his money-laundering-conspiracy conviction required only a loss amount of $3.5
    million, far lower than the $6.1 million figure supported by the evidence.
    2
    The district court denied Okomba’s belated motion to adopt Sessum’s motion as
    her own, though it noted this ruling wouldn’t have made a difference on the merits.
    8
    Sessum then argued for a downward variance based on sentencing disparities
    between himself and other coconspirators, including Hough, who pleaded guilty. Sessum
    claimed that he faced a longer sentence just because he chose to try his case.
    The government responded that only a two-level downward variance was warranted
    based on disparities. It contrasted Sessum’s failure to cooperate and his lack of remorse
    with his coconspirators’ immediate and genuine acceptance of responsibility. But the
    government supported a second two-level downward variance based on the overlapping
    nature and circumstances of Sessum’s offenses.
    The district court sentenced Sessum to 135 months’ imprisonment, in line with the
    government’s proposed variances. It found Sessum’s conduct “heinous” and “consistent
    with [his] other illegal activity” beginning in 2011. 3 J.A. 1331. Such conduct reflected the
    “compelling need” for a sentence that would deter his activity and reflect the seriousness
    of his crimes. 
    Id.
     Though the court considered Sessum’s arguments on sentencing
    disparities, it found such disparities justified. Unlike Sessum, his coconspirators accepted
    responsibility and, importantly, hadn’t obstructed the FBI’s investigation. Ultimately, the
    court determined that the sentence was sufficient but not greater than necessary to
    accomplish 
    18 U.S.C. § 3553
    (a)’s sentencing objectives.
    3
    Sessum had prior convictions for larceny, fraud, and the operation of an unlicensed
    collection agency.
    9
    2.
    Okomba’s presentence investigation report calculated a Guidelines sentence of 121
    to 151 months’ imprisonment, based on a total offense level of 32 and a criminal-history
    category of I.     Okomba’s wire-fraud-conspiracy conviction drove her Guidelines
    calculation. Like for Sessum, this conviction carried an 18-level increase based on a loss
    amount of at least $3.5 million. The report also enhanced Okomba’s offense because (1)
    it involved more than ten victims, (2) she was a manager or supervisor in the conspiracy,
    and (3) she obstructed justice.
    Okomba challenged the loss amount and claimed there was insufficient evidence to
    support her supervisory role in the scheme. She argued for a three-level decrease because
    she was only a minor participant in the conspiracy. Okomba’s sentencing memorandum
    also emphasized her lack of criminal history and sophistication. And she asserted that she
    hadn’t been involved with Direct Processing following the FBI’s first search.
    The district court overruled Okomba’s objections. As it had for Sessum, the court
    found that the evidence supported the 18-level increase based on the loss amount. And it
    was persuaded that Okomba had an aggravating (and not minor) role in the “extensive”
    conspiracy given her status as a co-owner of Direct Processing with authority over several
    employees. J.A. 1357–58.
    Okomba then requested a downward variance to three years’ probation, advancing
    many of the same arguments she made in objecting to the presentence report. She also
    highlighted her strong community ties, low risk of recidivism, and that she was just a pawn
    in Sessum’s scheme.
    10
    The government agreed to a two-level downward variance, as it had for Okomba’s
    coconspirators. The government also supported two separate one-level reductions: one
    because Okomba wasn’t involved in “branching out” Direct Processing after the FBI’s
    Sardis Road search; the other because she was less culpable than Sessum. J.A. 1371–72.
    The government explained that Okomba wasn’t implicated in the creation of alter-ego
    entities and bank accounts following the FBI’s first search. It recommended a 72-month
    sentence.
    The district court imposed the government’s proposed sentence. It considered
    Okomba’s arguments for a probationary sentence, as well as her allocution and family
    engagement. But the court rejected those claims because of the seriousness of Okomba’s
    offense, her role in the scheme, and her “added deception” when confronted by law
    enforcement. J.A. 1373–74.
    *      *      *
    Sessum and Okomba timely appealed their convictions and sentences.
    III.
    Sessum and Okomba raise four challenges to their convictions, though Okomba
    brings the final one alone. We discuss each in turn.
    A.
    Sessum and Okomba first argue that the district court erred by denying their motions
    to dismiss the indictment for lack of jurisdiction. They claim that the unlawful conduct
    alleged in the indictment falls exclusively under the prohibitions of the Fair Debt Collection
    11
    Practices Act or the Federal Trade Commission Act. And because neither statute provides
    for criminal liability, Sessum and Okomba contend the indictment fails to state a claim,
    depriving the district court of jurisdiction. We disagree.
    We review a district court’s legal conclusions on a motion to dismiss an indictment
    de novo. United States v. Hosford, 
    843 F.3d 161
    , 163 (4th Cir. 2016).
    As the district court rightly found, the existence of civil remedies for Sessum and
    Okomba’s conduct doesn’t bar a criminal prosecution for fraud. Courts routinely affirm
    criminal convictions involving conduct that could subject a defendant to civil liability. See,
    e.g., United States v. Chikvashvili, 
    859 F.3d 285
    , 288–90 (4th Cir. 2017) (affirming
    convictions for healthcare fraud); United States v. Williams, 736 F. App’x 267, 270–71 (2d
    Cir. 2018) (rejecting that a parallel civil action by the Federal Trade Commission precluded
    criminal prosecution for fraudulent debt collection under the Double Jeopardy Clause).
    Sessum and Okomba don’t otherwise dispute the adequacy of the indictment. So
    we affirm the district court’s denial of their motions to dismiss.
    B.
    Sessum and Okomba next challenge the sufficiency of the evidence supporting their
    convictions. On the wire-fraud convictions, Sessum and Okomba say that they had the
    right to collect the lawfully purchased debts and that there’s no evidence they personally
    threatened debtors. For conspiracy to commit money laundering, Sessum argues that
    Direct Processing’s activities were lawful, and that the government failed to show his use
    of criminally derived proceeds. Last, Sessum and Okomba contend their obstruction
    12
    convictions fail because there was no evidence that they hindered a matter they knew to be
    within the government’s criminal jurisdiction.
    We review de novo the denial of a motion for judgment of acquittal. United States
    v. Zelaya, 
    908 F.3d 920
    , 925 (4th Cir. 2018). We uphold the jury’s verdict if, viewing the
    evidence in the light most favorable to the government, “the verdict is supported by
    substantial evidence.” United States v. Burfoot, 
    899 F.3d 326
    , 334 (4th Cir. 2018).
    “Substantial evidence is that which a reasonable finder of fact could accept as adequate
    and sufficient to support a conclusion of a defendant’s guilt beyond a reasonable doubt.”
    
    Id.
     (cleaned up). We’re “not entitled to assess witness credibility” and must “assume that
    the jury resolved any conflicting evidence in the prosecution’s favor.” United States v.
    Savage, 
    885 F.3d 212
    , 219 (4th Cir. 2018) (cleaned up).
    Because substantial evidence supports the convictions, we affirm the district court’s
    denial of the Rule 29 motions.
    1.
    We turn first to the conspiracy and substantive convictions for wire fraud. To prove
    Sessum and Okomba conspired to commit wire fraud, the government had to show (1) they
    agreed to commit wire fraud; and (2) they “willfully joined the conspiracy with the intent
    to further its unlawful purpose.” Burfoot, 899 F.3d at 335. A jury “need not rely on direct
    evidence but may infer conspiracy from the facts and circumstances of the case.” United
    States v. Dennis, 
    19 F.4th 656
    , 669 (4th Cir. 2021). And a substantive wire-fraud
    conviction requires that a defendant “(1) devised or intended to devise a scheme to defraud
    13
    and (2) used or caused the use of wire communications in furtherance of that scheme.”
    Burfoot, 899 F.3d at 335.
    Sessum and Okomba claim they “had a right to collect on the debt they had lawfully
    purchased,” Appellants’ Br. at 15, so the government couldn’t show their intent to defraud. 4
    But their legal right to collect the debt is beside the point. What matters is their intent to
    use fraudulent means to collect the debt. Ample evidence supports the jury’s verdict in
    that regard.
    Direct Processing employees described several fraudulent tactics used to collect on
    expired debts. Some told the jury how they regularly collected amounts greater than what
    debtors owed, motivated in part by the company’s bonus structure. Others discussed
    Sessum’s emails, which contained scripted messages that threatened debtors with non-
    existent legal consequences if they didn’t pay. Okomba directly managed the employees
    who used these tactics. The jury also heard how Sessum and Okomba created false
    company names and instructed employees to use them when calling debtors. Such
    evidence reveals their intent to participate in (and further) the scheme to defraud. See
    United States v. Perry, 
    757 F.3d 166
    , 176 (4th Cir. 2014) (stating that “scheme to defraud”
    includes “acts taken to conceal, create a false impression, mislead, or otherwise deceive in
    order to prevent the other party from acquiring material information” (cleaned up)).
    4
    Sessum relies on this argument for both his conspiracy and substantive convictions
    for wire fraud. We thus address his wire-fraud convictions together.
    14
    Sessum and Okomba say that they never personally threatened debtors and that
    Sessum fired employees who went too far. Neither contention persuades us. That these
    defendants never communicated directly with debtors doesn’t negate the other actions they
    took to facilitate the criminal scheme. Nor do Sessum’s sporadic efforts to discipline
    allegedly rogue employees absolve him. The jury heard testimony that Direct Processing
    routinely rehired employees it had fired.
    We hold that sufficient evidence supports Sessum and Okomba’s wire-fraud-
    conspiracy convictions, as well as Sessum’s substantive wire-fraud conviction.
    2.
    Sessum contests his conviction for conspiracy to commit money laundering. He
    claims Direct Processing’s activities were lawful, so any income it generated wasn’t
    “criminally-derived.” Appellants’ Br. at 16. This argument is unavailing.
    To prove a money-laundering-conspiracy charge, the government had to show (1)
    an agreement to commit a substantive money-laundering offense; (2) that Sessum “knew
    that the money laundering proceeds had been derived from an illegal activity”; and (3) that
    Sessum “knowingly and voluntarily became part of the conspiracy.” United States v.
    Farrell, 
    921 F.3d 116
    , 136–37 (4th Cir. 2019).
    Although Sessum denies it, Direct Processing’s activities were illegal. Under
    Sessum’s oversight, Direct Processing employees engaged in fraudulent practices to collect
    otherwise unenforceable debts (often in amounts exceeding the face value of the debts) on
    the threat of illusory legal consequences. We therefore reject Sessum’s claim of error.
    15
    3.
    Sessum and Okomba also challenge their obstruction convictions. To prove this
    offense, the government had to show (1) Sessum and Okomba concealed a record,
    document, or tangible object; (2) they did so knowingly; and (3) they “intended to impede,
    obstruct, or influence the investigation or proper administration of a matter within the
    jurisdiction of any department or agency of the United States.” See United States v.
    Hassler, 
    992 F.3d 243
    , 246–47 (4th Cir. 2021) (cleaned up); 
    18 U.S.C. § 1519
    .
    Sessum and Okomba first argue that their convictions fail because they didn’t
    obstruct a matter within the FBI’s criminal jurisdiction. But we’ve already rejected the
    notion that civil liability for Sessum and Okomba’s unlawful conduct somehow precludes
    criminal prosecution.
    Next, Sessum and Okomba argue that the government failed to prove they knew the
    search of the Sardis Road office constituted “an actual or contemplated [FBI]
    investigation.” Appellants’ Br. at 17. The government, however, wasn’t required to prove
    this. Hassler, 992 F.3d at 247 (“The Government [is] not required to prove that [the
    defendant] knew or contemplated that the investigation he intended to impede was within
    the jurisdiction of a federal agency.”). On § 1519’s jurisdictional element, the jury heard
    substantial evidence to infer that the FBI was actively investigating Sessum and Okomba
    during the Sardis Road search. 5
    5
    If Sessum and Okomba mean to challenge the sufficiency of the evidence going to
    their knowledge and intent, we’re not convinced. They learned that Direct Processing’s
    brokerage account had been frozen before the FBI’s search and immediately moved to hide
    16
    In the light most favorable to the government, the evidence shows Sessum and
    Okomba helped hide Direct Processing’s computers from the FBI. 6 Sessum ordered it.
    Okomba lied about it. Sufficient evidence then supports their convictions for obstruction
    of justice.
    C.
    Sessum and Okomba next assert that the district court erred in answering the jury’s
    question about whether emails are wire communications under 
    18 U.S.C. § 1343
    . First,
    they claim the district court improperly relieved the government of proving an essential
    element of the wire-fraud counts. Second, they argue that the district court’s response was
    an “eleventh hour change in the instructions” that constructively amended their indictment.
    Appellants’ Br. at 29. We disagree on both points.
    1.
    “We review a district court’s decision to respond to a jury’s question, and the form
    of that response, for an abuse of discretion.” United States v. Foster, 
    507 F.3d 233
    , 244
    (4th Cir. 2007). A district court has a general obligation to “give instructions to the jury
    that fairly state the controlling law.” United States v. Alvarado, 
    816 F.3d 242
    , 248 (4th
    Cir. 2016) (cleaned up). When the jury asks a clarifying question, the court should
    company computers because a “raid [was] coming.” J.A. 774; see Yates v. United States,
    
    574 U.S. 528
    , 547 (2015) (Section 1519 “covers conduct intended to impede any federal
    investigation or proceeding, including one not even on the verge of commencement.”).
    6
    Sessum and Okomba say they weren’t “present when [Leach] removed the
    computers” the night before the FBI’s search of the Sardis Road office. Appellants’ Br. at
    17. But the jury could credit Leach’s testimony to the contrary.
    17
    “respond to the jury’s apparent source of confusion fairly and accurately without creating
    prejudice.” 
    Id.
     (cleaned up). We’ll reverse only if the court’s response is “prejudicial in
    the context of the record as a whole.” Foster, 
    507 F.3d at 244
    .
    Sessum and Okomba’s first contention—that the district court’s response resolved
    elements of the wire-fraud offenses—turns on the jury’s question being one of fact, rather
    than law.    But the district court rightly determined that whether emails are wire
    communications under § 1343 is a legal question. And we find that the district court’s
    affirmative response to the question was a fair statement of the law.
    It’s true that § 1343 doesn’t define “wire communications.” But we’ve affirmed
    instructions informing the jury that “electronic communications” (like emails) are within
    § 1343’s scope. 7 See, e.g., United States v. Wynn, 
    684 F.3d 473
    , 478 (4th Cir. 2012). And
    we’ve upheld wire-fraud convictions based on the use of emails. See, e.g., United States
    v. Delavan, 826 F. App’x 259, 263 (4th Cir. 2020) (affirming § 1343 conviction when the
    defendant “used or caused the use of wire communications (email) in furtherance of [a
    fraudulent] scheme”).
    Sessum and Okomba’s argument to the contrary rests on the Wiretap Act, 
    18 U.S.C. § 2510
     et seq., which they say excludes emails from its definition of wire communications.
    See 
    id.
     §§ 2510(1), (18). But such definitions apply only within that Act. See id. § 2510
    7
    Our sister circuits agree. See United States v. Valdes-Ayala, 
    900 F.3d 20
    , 33 n.15
    (1st Cir. 2018) (“An email address has long counted as a wire communication.”); United
    States v. Weimert, 
    819 F.3d 351
    , 355 (7th Cir. 2016) (stating that § 1343 prohibits schemes
    to defraud by fraudulent means “if interstate wire or electronic communications are used”).
    18
    (setting forth definitions “[a]s used in this chapter”). We thus decline to apply § 2510’s
    definitions to offenses under § 1343.
    It’s not disputed that Sessum and Okomba used emails to further their scheme, so
    the court didn’t err in clarifying that emails fell within the scope of § 1343.
    2.
    Sessum and Okomba also contend that the district court’s response to the jury’s
    question constructively amended their indictment by expanding the possible grounds of
    conviction for the wire-fraud offenses.
    “The Fifth Amendment guarantees that a criminal defendant will be tried only on
    charges in a grand jury indictment, so only the grand jury may broaden or alter the charges.”
    Burfoot, 899 F.3d at 338 (cleaned up). Thus, a district court constructively amends the
    indictment—and violates the Fifth Amendment—when it “broadens the possible bases for
    conviction beyond those presented by the grand jury.” Id. (cleaned up).
    Here, the grand jury charged Sessum and Okomba with a fraudulent debt-collection
    scheme by use of wire communications. The indictment referred to the use of email as part
    of that scheme. J.A. 26 (charging Sessum and Okomba with causing the transmission of
    wire communications, “including interstate phone calls and emails”). So the district court’s
    response (that emails are wire communications under § 1343) didn’t broaden the potential
    bases of Sessum and Okomba’s convictions. That was the precise theory the grand jury
    presented. We thus reject the defendants’ constructive-amendment claim.
    19
    D.
    Okomba lastly challenges the district court’s denial of her severance motion. We
    review that ruling for abuse of discretion. United States v. Min, 
    704 F.3d 314
    , 319 (4th
    Cir. 2013). “If two defendants are properly indicted together, courts generally adhere to
    the principle that defendants indicted together should be tried together.” 8 United States v.
    Young, 
    989 F.3d 253
    , 266 (4th Cir. 2021) (cleaned up). And “[j]oinder is highly favored
    in conspiracy trials.” United States v. Lawson, 
    677 F.3d 629
    , 639 (4th Cir. 2012).
    But if a joint trial would prejudice a defendant, a court may order a separate trial.
    Fed. R. Crim. P. 14(a). “Demonstrating prejudice is a high hurdle.” Young, 989 F.3d at
    266. It requires a defendant to show “a serious risk that a joint trial would compromise a
    specific trial right . . . or prevent the jury from making a reliable judgment about guilt or
    innocence.” Id. (cleaned up).
    On appeal, Okomba doesn’t argue that the joint trial compromised any specific trial
    right. She instead claims evidence of Sessum’s “debt collection fraud in connection with
    a prior company” prejudiced her. Appellants’ Br. at 55. According to Okomba, this
    evidence “clearly spilled over,” as the verdict reflects. Id.
    But the government never used evidence of Sessum’s previous fraudulent practices.
    It moved in limine to admit such evidence but took no further action on it at trial. So the
    district court didn’t err in denying the motion to sever.
    8
    Okomba doesn’t contest the initial joinder of the charges.
    20
    IV.
    Sessum and Okomba also challenge the procedural and substantive reasonableness
    of their sentences. On procedural reasonableness, Okomba asserts the district court erred
    by applying role enhancements, miscalculating the loss amount attributable from the
    fraudulent scheme, and inadequately explaining her sentence. Sessum joins her on the loss-
    amount issue.
    We review all sentences “under a deferential abuse-of-discretion standard.” United
    States v. Torres-Reyes, 
    952 F.3d 147
    , 151 (4th Cir. 2020) (quoting Gall v. United States,
    
    552 U.S. 38
    , 41 (2007)). To determine whether a sentence is procedurally reasonable, we
    “consider[] whether the district court properly calculated the defendant’s advisory
    guidelines range, gave the parties an opportunity to argue for an appropriate sentence,
    considered the 
    18 U.S.C. § 3553
    (a) factors, and sufficiently explained the selected
    sentence.” 
    Id.
     (cleaned up). When reviewing whether a court properly calculated the
    Guidelines range, we review its factual findings for clear error and its legal conclusions de
    novo. United States v. Shephard, 
    892 F.3d 666
    , 670 (4th Cir. 2018).
    Finding no error, we affirm Sessum and Okomba’s sentences.
    A.
    Okomba contends that the district court erred in applying a three-level sentencing
    enhancement for her aggravating role in the wire-fraud conspiracy. She says the district
    court should have instead applied a reduction for her minor role. We disagree.
    Under the Guidelines, if a defendant was “a manager or supervisor (but not an
    organizer or leader) and the criminal activity involved five or more participants or was
    21
    otherwise extensive,” a three-level increase is appropriate. U.S.S.G. § 3B1.1(b). A
    “participant” must be “criminally responsible for the commission of the offense, but need
    not have been convicted.” Id. § 3B1.1 cmt. n.1. “A sentencing court’s ruling on the
    aggravating role adjustment is a factual determination,” which we review for clear error.
    United States v. Llamas, 
    599 F.3d 381
    , 389 (4th Cir. 2010) (cleaned up).
    1.
    Okomba first argues that the district court erred in applying the three-level
    enhancement because the conspiracy didn’t involve at least five participants and wasn’t
    otherwise extensive. Because we find the district court didn’t clearly err in finding the
    conspiracy was extensive, we don’t reach whether the conspiracy had at least five
    participants.
    In assessing whether an organization is “otherwise extensive,” we consider “all
    persons involved during the course of the entire offense,” including nonparticipants who
    offered “unknowing services.” U.S.S.G. § 3B1.1 cmt. n.3. We also examine “the totality
    of the circumstances, including not only the number of participants but also the width,
    breadth, scope, complexity, and duration of the scheme.” United States v. Beverly, 284 F.
    App’x 36, 41–42 (4th Cir. 2008) (cleaned up) (collecting cases).
    Here, there were at least three participants and many outsiders who may have
    unknowingly assisted in the wire-fraud conspiracy. Sessum, Okomba, and Hough were all
    convicted (and thus “criminally responsible”) for conduct arising out of Direct Processing’s
    debt-collection scheme, qualifying as “participants” under the Guidelines. See U.S.S.G.
    § 3B1.1 cmt. n.1.
    22
    Direct Processing’s scheme also involved a team of collection employees who
    defrauded victims to the tune of $6.1 million over three years. And Direct Processing
    engaged the services of various outside vendors, such as dialing services and banks, to
    further its scheme. So even if those outside the conspiracy had no knowledge that they
    were assisting criminal activity, the district court didn’t clearly err in finding the conspiracy
    extensive.
    2.
    Okomba next claims that there was “simply no evidence in the record” to support
    the district court’s finding that she was a “manager or supervisor” under § 3B1.1(b)’s
    enhancement. Appellants’ Br. at 38. Such a finding is “appropriate where the evidence
    demonstrates that the defendant controlled the activities of other participants or exercised
    management responsibility.” United States v. Slade, 
    631 F.3d 185
    , 190 (4th Cir. 2011)
    (cleaned up).
    The district court’s conclusion that Okomba was a manager or supervisor of the
    scheme wasn’t clearly erroneous.        After all, she was the registered agent of Direct
    Processing, a signatory to its primary bank account, and a person with access to its
    brokerage account. Most importantly, employees identified Okomba as the company’s
    office manager and co-owner who oversaw collection employees, and one employee told
    the jury Okomba fired her. That’s enough to satisfy our review, even accepting (as
    Okomba says) that she didn’t recruit Sessum or Hough into the conspiracy.
    23
    3.
    Okomba also challenges the court’s refusal to apply a minor-role reduction under
    U.S.S.G. § 3B1.2. A defendant is entitled to the reduction “if she is ‘substantially less
    culpable than the average participant in the criminal activity.’” United States v. Carbajal,
    717 F. App’x 234, 240 (4th Cir. 2018) (quoting U.S.S.G. § 3B1.2 cmt. n.3).
    Our discussion of the district court’s ruling on the “manager or supervisor”
    enhancement resolves this claim. As we’ve noted, Okomba played a key role in opening
    and operating Direct Processing, and she managed its day-to-day collection activities.
    Okomba stood to substantially benefit from Direct Processing’s collections—even if not
    as much as Sessum—and had access to its bank accounts. That Okomba didn’t develop
    the scripts or teach anyone how to collect debts doesn’t overcome the evidence that she
    ensured employees used Direct Processing’s fraudulent tactics.
    B.
    Sessum and Okomba argue that the district court erred in calculating the $6.1
    million loss amount it used to apply an 18-level enhancement to their offenses. See
    U.S.S.G. § 2B1.1(b)(1)(J). They claim that the court’s failure to state whether it based its
    calculation on the actual or intended loss renders the result speculative. And the court
    erred, Sessum and Okomba say, by refusing to reduce the loss amount by collections
    returned to debtors. Okomba also complains that the court ignored that she distanced
    herself from Direct Processing after the FBI searched the Sardis Road office. She says that
    separation should have reduced her loss amount. We reject these arguments.
    24
    We review the district court’s determination of the loss amount for clear error.
    United States v. Cloud, 
    680 F.3d 396
    , 409 (4th Cir. 2012). In reviewing the court’s
    determination, we’re mindful that it “need only make a reasonable estimate of the loss.”
    
    Id.
     (cleaned up).
    At trial, the government presented testimony from an FBI forensic accountant and
    documentary evidence that tied over $6.1 million in collections to Direct Processing’s
    scheme. Employees and victims testified that Direct Processing first contacted victims
    with false threats of legal action if they didn’t pay their purported debts. This evidence
    adequately supports the district court’s finding that all of Direct Processing’s collections
    were illegitimate from the start, so the court could treat the full $6.1 million as the loss
    amount.
    We easily dispose of Sessum and Okomba’s argument premised on the district
    court’s failure to specify whether it calculated the actual or intended loss amount. That’s
    because, under the Guidelines, the loss amount “is the greater of actual loss or intended
    loss.” U.S.S.G. § 2B1.1 cmt. n.3(A) (emphasis added). The district court’s failure to
    specify exactly the type of loss it found is of no moment given that its calculation is
    otherwise supported by the record.
    And even assuming the district court erred by failing to reduce the loss amount by
    any collections refunded to debtors over the course of the conspiracy, such error was
    harmless. During the scheme, Direct Processing returned about $565,000 to debtors
    25
    through “charge backs.” 9 Had the court reduced the $6.1 million loss amount by that
    figure, the loss would still be well above the $3.5 million threshold required for the 18-
    level enhancement. See United States v. Dowell, 
    771 F.3d 162
    , 175 (4th Cir. 2014)
    (“Sentencing error is harmless if the resulting sentence is not longer than that to which the
    defendant would otherwise be subject.” (cleaned up)).
    As for Okomba’s claim that her loss amount should be reduced given her limited
    involvement in Direct Processing after the FBI’s first search, we’re not persuaded. For
    even after the search, Okomba continued to sign financial documents on behalf of Direct
    Processing. See J.A. 845, 858. So she never fully withdrew from the conspiracy. We think
    the district court reasonably attributed at least $3.5 million in loss to Okomba given her
    “role in the conspiracy, her knowledge, [and] the reasonable foreseeability of the loss with
    respect to her.” J.A. 1351.
    We thus affirm the district court’s calculation of Sessum and Okomba’s loss amount
    and its application of the 18-level enhancement under § 2B1.1(b)(1)(J). 10
    9
    A “charge back” occurs when a debtor doesn’t “want to finish with the payment,”
    so the credit card company reverses the charge. J.A. 495, 910.
    10
    It’s not clear that Sessum and Okomba challenge the district court’s restitution
    orders, but that contention fails all the same. They argue only that “none of the required
    findings were made.” Appellants’ Br. at 46. Before a court may order restitution, it must
    direct “the probation officer to obtain and include in its presentence report . . . information
    sufficient for the court to exercise its discretion in fashioning a restitution order.” 
    18 U.S.C. § 3664
    (a). Both Sessum’s and Okomba’s reports contained this information. And neither
    defendant objected when the district court adopted the reports’ restitution amount. We see
    no reason to disturb the court’s finding.
    26
    C.
    Okomba also claims that the district court erred by failing to adequately respond to
    her mitigating arguments or explain the sentence that it imposed. 11 She argues that the
    district court failed to address why the § 3553(a) factors didn’t warrant the probationary
    sentence she requested. And the court, Okomba says, disregarded that she “was much less
    culpable than Sessum.” Appellants’ Br. at 50. Again, we disagree.
    A district court must “adequately explain [its] chosen sentence to allow for
    meaningful appellate review and to promote the perception of fair sentencing.” Gall, 
    552 U.S. at 50
    . A court’s explanation is sufficient if it, even if “somewhat briefly, outlines the
    defendant’s particular history and characteristics not merely in passing or after the fact, but
    as part of its analysis of the statutory factors and in response to defense counsel’s arguments
    for a downward departure.” United States v. Lozano, 
    962 F.3d 773
    , 782 (4th Cir. 2020)
    (cleaned up).
    Here, the district court explained why it rejected Okomba’s request for a
    probationary sentence. Addressing “the seriousness of the offense,” the court pointed to
    “Okomba’s extended role in [the offense], her financial gain from it, her employment in
    the criminal organization, . . . [and] her owner/manager role.” J.A. 1373. The court also
    noted identified that Okomba’s criminal conduct exploited a “vulnerable” population, and
    11
    The opening brief fails to meaningfully challenge the district court’s explanation
    of Sessum’s sentence, so that issue is waived. See United States v. Caldwell, 
    7 F.4th 191
    ,
    207 n.13 (4th Cir. 2021) (finding arguments waived where the appellant raised the issue
    only “[i]n headings, his statement of issues, and an introductory sentence in his brief”).
    27
    when confronted by the FBI, Okomba lied to agents, hoping to obstruct the investigation.
    J.A. 1373–74.
    Yet the district court still imposed a below-Guidelines sentence. It varied down
    from a low-end Guidelines recommendation of 121 months to impose a 72-month sentence.
    In doing so, it acknowledged a variance was warranted because Okomba ceased her
    criminal activity before her coconspirators did—like she argued. And this variance
    reflected the court’s desire to “avoid unwarranted sentencing disparit[ies]” and a
    “diminished” need to protect the public. J.A. 1374–75.
    We’re satisfied that the district court considered Okomba’s arguments and had a
    “reasoned basis for exercising its own legal decisionmaking authority.” Lozano, 962 F.3d
    at 782 (cleaned up).
    D.
    Finally, Sessum and Okomba contend that their sentences are substantively
    unreasonable. On this issue, we look at “the totality of the circumstances to see whether
    the sentencing court abused its discretion in concluding that the sentence it chose satisfied
    the standards set forth in § 3553(a).” United States v. Arbaugh, 
    951 F.3d 167
    , 176 (4th
    Cir. 2020) (cleaned up).      We presume that Sessum and Okomba’s sentences are
    substantively reasonable because each is below its respective Guidelines range. United
    States v. Gutierrez, 
    963 F.3d 320
    , 344 (4th Cir. 2020). So they can only rebut this
    presumption by showing that their sentence is unreasonable when measured against the
    statutory sentencing factors. 
    Id.
    28
    Sessum argues his sentence is substantively unreasonable because it created
    unwarranted sentencing disparities between him and his coconspirators who pleaded
    guilty. And Sessum suggests the court penalized him for trying his case. He’s wrong on
    both counts.
    The district court examined the differences between Sessum’s and the other
    coconspirators’ sentences, finding any disparity was “justified and wholly appropriate.”
    J.A. 1334.     Sessum’s coconspirators accepted responsibility for their conduct and
    cooperated with the government. Sessum, on the other hand, obstructed law enforcement’s
    investigation into his criminal conduct and displayed a lack of remorse. And as much as
    he reiterates that the court “grossly inflated” his loss amount, see Appellants’ Br. at 54, the
    district court varied downward to address that concern. Like the district court, we find that
    Sessum’s sentence reflects his conduct, not his decision to go to trial.
    Okomba’s contentions similarly fail. She claims that the district court failed to
    properly account for the nature and circumstances of her offense and avoid unwarranted
    sentencing disparities. But as we discussed, the court correctly accounted for Okomba’s
    substantial role in the scheme. The court thus rightly rejected her request for a probationary
    sentence because it would fail to recognize the seriousness of her offense.
    Yet the court also acknowledged that Okomba ended her criminal activity before
    other coconspirators. So it varied downward. Okomba offers no persuasive reason why
    we should reject the district court’s below-Guidelines sentence.
    29
    V.
    For the reasons given, we affirm the district court’s judgment. We dispense with
    oral argument because the facts and legal contentions are adequately presented in the
    materials before this court and argument would not aid the decisional process.
    AFFIRMED
    30