MicroStrategy, Inc. v. Lauricia ( 2001 )


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  •                                               Filed:   October 19, 2001
    UNITED STATES COURT OF APPEALS
    FOR THE FOURTH CIRCUIT
    Nos. 00-2297(L)
    (CA-00-985-A, CA-00-990-A)
    MicroStrategy, Incorporated,
    Plaintiff - Appellant,
    versus
    Betty J. Lauricia,
    Defendant - Appellee.
    O R D E R
    The court amends its opinion filed September 27, 2001, as
    follows:
    On page 3, second full paragraph, line 7 -- the spelling of
    Jonathan Klein’s name is corrected.
    For the Court - By Direction
    /s/ Patricia S. Connor
    Clerk
    PUBLISHED
    UNITED STATES COURT OF APPEALS
    FOR THE FOURTH CIRCUIT
    MICROSTRATEGY, INCORPORATED,
    Plaintiff-Appellant,
    v.
    BETTY J. LAURICIA,
    Defendant-Appellee,
    and
    No. 00-2297
    CLAUDE DAVID CONVISSER; STACEY
    A. SPOLTORE; JOHN DOE,
    Defendants.
    EQUAL EMPLOYMENT OPPORTUNITY
    COMMISSION,
    Amicus Curiae.
    BETTY J. LAURICIA,
    Plaintiff-Appellee,
    v.
    MICROSTRATEGY, INCORPORATED,
    Defendant-Appellant,
    No. 00-2434
    and
    STACEY A. SPOLTORE; JOHN DOE,
    Defendants.
    EQUAL EMPLOYMENT OPPORTUNITY
    COMMISSION,
    Amicus Curiae.
    Appeals from the United States District Court
    for the Eastern District of Virginia, at Alexandria.
    T. S. Ellis III, District Judge.
    (CA-00-985-A, CA-00-990-A)
    Argued: June 4, 2001
    Decided: September 27, 2001
    Before WIDENER, TRAXLER, and GREGORY, Circuit Judges.
    _________________________________________________________________
    Vacated and remanded with instructions by published opinion. Judge
    Traxler wrote the opinion, in which Judge Widener and Judge Greg-
    ory joined.
    _________________________________________________________________
    COUNSEL
    ARGUED: Daniel Meron, SIDLEY & AUSTIN, Washington, D.C.,
    for Appellant. Claude David Convisser, LAW OFFICE OF CLAUDE
    D. CONVISSER, Alexandria, Virginia, for Appellee. John Foster
    Suhre, EQUAL EMPLOYMENT OPPORTUNITY COMMISSION,
    Washington, D.C., for Amicus Curiae. ON BRIEF: Carter G. Phil-
    lips, Amanda L. Tyler, SIDLEY & AUSTIN, Washington, D.C., for
    Appellant. Gwendolyn Young Reams, Associate General Counsel,
    Philip B. Sklover, Associate General Counsel, Vincent J. Blackwood,
    Assistant General Counsel, EQUAL EMPLOYMENT OPPORTU-
    NITY COMMISSION, Washington, D.C., for Amicus Curiae.
    _________________________________________________________________
    OPINION
    TRAXLER, Circuit Judge:
    Betty Lauricia brought an action against her employer, Micro-
    Strategy, Incorporated, alleging that MicroStrategy retaliated against
    her after she filed complaints with the Equal Employment Opportu-
    2
    nity Commission and the Department of Labor. MicroStrategy moved
    to dismiss the action, contending that the lawsuit was premature
    because the EEOC issued Lauricia a "right-to-sue" letter fewer than
    180 days after Lauricia filed her EEOC complaint. MicroStrategy also
    sought to stay the action and compel Lauricia to submit her claims to
    arbitration. The district court denied both motions, and MicroStrategy
    appeals.1
    1 We vacate the district court's order and remand with instruc-
    tions to compel arbitration.
    I.
    Lauricia was the head of MicroStrategy's Human Resources
    Department. During her employment, Lauricia signed a document
    entitled "Employee Acknowledgment Form and Agreement to Arbi-
    trate" in which she acknowledged receipt of MicroStrategy's
    employee handbook. J.A. 63. The acknowledgment included a para-
    graph requiring Lauricia to arbitrate "[a]ny controversy or claim aris-
    ing out of or relating to this Employee Handbook, procedures
    delineated in it, or the employment relationship otherwise cognizable
    at law and that could be the subject of legal action." J.A. 63.
    On March 8, 2000, Lauricia filed a charge with the EEOC alleging
    age and sex discrimination. On March 10, Lauricia filed a complaint
    with the Department of Labor's Wage and Hour Division alleging that
    MicroStrategy was violating the Fair Labor Standards Act by failing
    to pay overtime. On March 13, Lauricia, through counsel, notified
    MicroStrategy of the filing of the charges. The next day, Lauricia met
    with Jonathan Klein, MicroStrategy's vice president and general
    counsel, at Klein's request. Although Lauricia alleges that Micro-
    Strategy knew about the charges at the time of this meeting, there
    apparently was no discussion of the charges at that time.
    Later that day, MicroStrategy delivered to Lauricia a letter placing
    her on paid administrative leave "due to the conflict inherent to your
    _________________________________________________________________
    1 The district court's order refusing to compel arbitration is immedi-
    ately appealable under 9 U.S.C.A. § 16(a)(1) (West 1999). The district
    court certified its right-to-sue ruling as appropriate for immediate appeal
    under 28 U.S.C.A. § 1292(b) (West 1993), and we granted Micro-
    Strategy permission to file an interlocutory appeal of that ruling.
    3
    continued active status . . . while pursuing discrimination and wage
    and hour claims against the Company." J.A. 330. The letter also stated
    that the company "view[ed] your conduct this afternoon, in engaging
    in discussions with counsel for the Company without informing them
    of the pendency of these claims, as a breach of your duty of loyalty
    to the Company," and reminded Lauricia that disclosure of any confi-
    dential information to anyone outside the company would be a breach
    of her "continuing obligations and duty of loyalty to the Company."
    J.A. 330. Lauricia remained on administrative leave until she was ter-
    minated on August 4, 2000.
    On March 16, two days after it suspended Lauricia, MicroStrategy
    filed in federal district court an action against Lauricia and her attor-
    ney ("MicroStrategy I"). In that action MicroStrategy sought a decla-
    ration that it did not violate the Fair Labor Standards Act by placing
    Lauricia on paid leave and that terminating Lauricia would not violate
    the Act, and MicroStrategy alleged that Lauricia and her attorney
    should be held liable for stealing and disclosing trade secrets and
    other confidential information. The district court allowed Micro-
    Strategy to depose Lauricia for the limited purpose of identifying doc-
    uments and records in Lauricia's possession.
    On April 24, the district court dismissed the action for lack of juris-
    diction, concluding that there was no case or controversy because
    Lauricia had not filed suit against MicroStrategy. That same day,
    MicroStrategy appealed the decision to this court and sought emer-
    gency injunctive relief, which we denied. Before any briefs were
    filed, MicroStrategy moved to dismiss its appeal. The motion was
    granted, and the appeal was dismissed without prejudice.
    On April 27, three days after the district court dismissed Micro-
    Strategy I, MicroStrategy filed an action in Virginia state court
    against Lauricia and her attorney ("MicroStrategy II"), which
    included the same state-law claims as alleged in the previous action.
    MicroStrategy obtained an "Order for Writ of Possession" requiring
    Lauricia and her attorney to turn over various documents that Micro-
    Strategy believed were confidential, and the sheriff seized the docu-
    ments from Lauricia's attorney. Lauricia subsequently responded to
    a set of interrogatories and requests to produce submitted by Micro-
    Strategy. See J.A. 382-418.
    4
    On May 9, 2000, Lauricia filed a second charge with the EEOC
    (the charge giving rise to this action), alleging that MicroStrategy had
    retaliated against her by placing her on administrative leave after she
    filed the initial charges. On May 11, the EEOC sent a letter to the par-
    ties stating that it had reasonable cause to believe a violation had
    occurred and inviting the parties to participate in the conciliation pro-
    cess. On May 19, the EEOC sent MicroStrategy a letter about possi-
    ble conciliation remedies and gave the company until May 31 to
    respond. Lauricia, however, informed the EEOC that she did not wish
    to participate in the conciliation process and she requested that she
    immediately be issued her right-to-sue letter. The EEOC issued the
    letter on May 25, 2000.
    On June 15, after receiving from Lauricia a courtesy copy of the
    lawsuit she intended to file, MicroStrategy filed in federal district
    court a third action ("MicroStrategy III"; MicroStrategy I, Micro-
    Strategy II, and MicroStrategy III are sometimes collectively referred
    to as the "prior actions"). In MicroStrategy III, MicroStrategy named
    Lauricia and her attorney as defendants, sought a declaration that its
    conduct did not and would not violate Title VII, the ADEA, or the
    Fair Labor Standards Act, and reasserted its state-law claims. Lauricia
    filed her action against MicroStrategy the next day.
    In August 2000, the district court consolidated the actions filed by
    MicroStrategy and Lauricia. The court also dismissed the state-law
    claims asserted by MicroStrategy, which had the effect of dismissing
    Lauricia's attorney as a defendant. MicroStrategy thereafter subpoe-
    naed Lauricia's employment records from her former employers.
    MicroStrategy first sought to compel arbitration in its motion to
    dismiss filed on July 12, 2000. MicroStrategy also contended in that
    motion that the district court lacked jurisdiction because the right-to-
    sue letter issued by the EEOC was premature and thus invalid. The
    district court denied the motions. The court first concluded that by
    virtue of its "remarkably aggressive" course of litigation against
    Lauricia, MicroStrategy had waived its right to insist on arbitration.
    Lauricia v. MicroStrategy, Inc., 
    114 F. Supp. 2d 489
    , 492 (E.D. Va.
    2000). The court next concluded that the EEOC properly issued the
    right-to-sue letter upon Lauricia's request even though the letter was
    5
    issued fewer than 180 days after Lauricia filed her charge. See 
    id. at 496.
    While we agree with the district court that MicroStrategy's litiga-
    tion strategy against Lauricia was "remarkably aggressive," we con-
    clude that Lauricia has failed to establish that MicroStrategy's
    litigation activities were sufficient to amount to a waiver of its right
    to insist on arbitration. Our resolution of the arbitration question
    makes it unnecessary for us to consider the validity of the right-to-sue
    notice.
    II.
    A.
    Before considering the merits of the waiver question, we must first
    address Lauricia's claim that no binding agreement to arbitrate exists.
    According to Lauricia, the document containing the arbitration
    requirement is not binding because it was signed only by her, and not
    by the president of MicroStrategy.
    The arbitration clause is found in the "Employee Acknowledgment
    Form and Agreement to Arbitrate," which Lauricia signed to
    acknowledge receipt of MicroStrategy's employee handbook. The
    portion of the acknowledgment requiring arbitration, however, does
    not include a requirement that the president of MicroStrategy sign the
    acknowledgment. That language appears only in the third paragraph
    of the acknowledgment, which states:
    I acknowledge that the policies and practices set out in this
    Handbook are not a contract of employment, and are not
    intended to imply a contractual relationship. I also agree that
    my employment is "at-will." I am free to terminate my
    employment at any time, with or without reason, and the
    Company has the right to terminate my employment at any
    time, with or without reason. The only person authorized to
    enter into employment agreements on behalf of the Com-
    pany is the President, and any such contract shall be in
    writing. . ..
    6
    J.A. 63 (emphasis added). Lauricia argues that because the underlined
    language requires the president of MicroStrategy to sign all employ-
    ment agreements, the agreement to arbitrate is not valid because it
    was not signed by MicroStrategy's president.
    The problem with this argument, of course, is that the "Employee
    Acknowledgment Form and Agreement to Arbitrate" is not an
    employment agreement as contemplated by the above-quoted para-
    graph. That paragraph is an effort to emphasize the at-will nature of
    employment with MicroStrategy and to forestall claims by employees
    that, by virtue of certain handbook provisions or oral promises of
    employment for a definite term, they could only be discharged for
    cause. The paragraph makes clear that the only official authorized to
    enter into a contract for something other than at-will employment is
    the president and that such a contract must be in writing. Reading the
    language focused upon by Lauricia in context, it is apparent that the
    writing and signature requirement applies only to contracts for other-
    than-at-will employment. The "Employee Acknowledgment Form and
    Agreement to Arbitrate" itself is quite obviously not such a contract
    and thus need not be executed by the president of MicroStrategy to
    be enforceable. See generally O'Neil v. Hilton Head Hosp., 
    115 F.3d 272
    , 275 (4th Cir. 1997) (concluding that arbitration clause included
    in form signed by employee acknowledging receipt of employee
    handbook was valid and enforceable because "[a] mutual promise to
    arbitrate constitutes sufficient consideration for this arbitration agree-
    ment").
    B.
    Having concluded that the agreement to arbitrate is valid and bind-
    ing, we now proceed to the question of whether MicroStrategy
    waived its right to insist on arbitration of Lauricia's discrimination
    claims. The district court concluded that MicroStrategy's actions
    caused Lauricia to suffer actual prejudice in that MicroStrategy was
    able to obtain discovery that was unavailable in arbitration. On
    appeal, MicroStrategy contends that most of the information it
    obtained could be obtained in arbitration and that Lauricia failed to
    carry her burden of establishing that she suffered sufficient prejudice
    to support a finding of waiver. We agree.
    7
    "Under the Federal Arbitration Act, a party may demand a stay of
    federal judicial proceedings pending exercise of a contractual right to
    have the subject matter of the federal action decided by arbitration,
    unless the party seeking arbitration is ``in default' of that right."
    Maxum Founds., Inc. v. Salus Corp., 
    779 F.2d 974
    , 981 (4th Cir.
    1985); see 9 U.S.C.A. § 3 (West 1999). "Although this principle of
    ``default' is akin to waiver, the circumstances giving rise to a statutory
    default are limited and, in light of the federal policy favoring arbitra-
    tion, are not to be lightly inferred." 
    Maxum, 779 F.2d at 981
    ; see also
    American Recovery Corp. v. Computerized Thermal Imaging, Inc., 
    96 F.3d 88
    , 95 (4th Cir. 1996) ("Because of the strong federal policy
    favoring arbitration, . . . we will not lightly infer the circumstances
    constituting waiver."). "[A]ny doubts concerning the scope of arbitra-
    ble issues should be resolved in favor of arbitration, whether the prob-
    lem at hand is the construction of the contract language itself or an
    allegation of waiver, delay, or a like defense to arbitrability." Moses
    H. Cone Mem'l Hosp. v. Mercury Constr. Corp., 
    460 U.S. 1
    , 24-25
    (1983).
    A party may waive its right to insist on arbitration if the party "so
    substantially utiliz[es] the litigation machinery that to subsequently
    permit arbitration would prejudice the party opposing the stay."
    
    Maxum, 779 F.2d at 981
    . But even in cases where the party seeking
    arbitration has invoked the "litigation machinery" to some degree,
    "[t]he dispositive question is whether the party objecting to arbitration
    has suffered actual prejudice." Fraser v. Merrill Lynch Pierce, Fen-
    ner & Smith, Inc., 
    817 F.2d 250
    , 252 (4th Cir. 1987) (emphasis
    added). "Neither delay nor the filing of pleadings by the party seeking
    a stay will suffice, without more, to establish waiver of arbitration.
    However, delay and the extent of the moving party's trial-oriented
    activity are material factors in assessing a plea of prejudice." 
    Id. (cita- tion
    omitted).
    We review de novo a district court's conclusion that a party's con-
    duct amounts to waiver of the right to arbitrate, although the court's
    factual determinations upon which the waiver finding was based are
    entitled to deference. See 
    id. at 251-52
    & n.2. The party opposing
    arbitration "bears the heavy burden of proving waiver." American
    
    Recovery, 96 F.3d at 95
    .
    8
    As noted above, delay in seeking arbitration is a factor to be con-
    sidered when determining waiver. In this case, however, Micro-
    Strategy's delay in seeking arbitration was relatively short. Although
    MicroStrategy filed three separate actions against Lauricia before
    seeking arbitration, it requested arbitration approximately one month
    after Lauricia filed her complaint, and the time between the filing of
    the first action and the arbitration request was less than six months.
    Nothing in the record suggests that this delay, in and of itself, caused
    Lauricia to suffer actual prejudice. See, e.g., 
    Maxum, 779 F.2d at 982
    ("[M]ere delay, without more, will not suffice to constitute waiver.");
    In re Mercury Constr. Co., 
    656 F.2d 933
    , 939 (4th Cir. 1981) (en
    banc) ("[I]t is only when . . . delay results in actual prejudice that it
    may amount to ``default' within the [Federal Arbitration] Act."), aff'd
    sub nom. Moses H. Cone Mem'l Hosp. v. Mercury Constr. Corp., 
    460 U.S. 1
    (1983). Any delay by MicroStrategy in asserting its right to
    arbitration, therefore, is insufficient to support a finding of waiver.
    Whether MicroStrategy waived its right to insist on arbitration by
    virtue of its litigation activities is a more difficult question. When
    concluding that Lauricia was prejudiced by MicroStrategy's litigation
    activities, the district court took into account all of MicroStrategy's
    activities in the prior actions. See 
    Lauricia, 114 F. Supp. 2d at 492-93
    n.8. Most of MicroStrategy's conduct in the prior actions, however,
    was in connection with its state-law claims which sought to prevent
    Lauricia from disclosing trade secrets or other confidential informa-
    tion. Because these claims are distinct, both factually and legally,
    from Lauricia's discrimination claims, the litigation surrounding these
    claims cannot support a finding that MicroStrategy waived its right to
    arbitrate the unrelated claims. See Subway Equip. Leasing Corp. v.
    Forte, 
    169 F.3d 324
    , 328 (5th Cir. 1999) ("[A] party only invokes the
    judicial process to the extent it litigates a specific claim it subse-
    quently seeks to arbitrate."); Doctor's Assocs., Inc. v. Distajo, 
    107 F.3d 126
    , 133 (2d Cir. 1997) ("[O]nly prior litigation of the same
    legal and factual issues as those the party now wants to arbitrate
    results in waiver of the right to arbitrate."). Although MicroStrategy's
    declaratory relief claims asserted in the prior actions involve the same
    legal and factual issues underlying Lauricia's claims against Micro-
    Strategy, we cannot conclude, as did the district court, that the mere
    inclusion of these claims permits us to factor into the waiver analysis
    MicroStrategy's actions in connection with the distinct state-law
    9
    claims. As noted above, the bulk of the activity in the prior actions
    was directed toward the state-law claims, and no decision on the mer-
    its of the declaratory relief claims was ever made in any of the
    actions. Under these circumstances, we believe it was error for the
    district court to rely on the litigation of the trade secret claims to sup-
    port its waiver finding.
    To be sure, the litigation of the prior actions did involve many
    motions, responses, and other procedural maneuvers (more than 50,
    according to Lauricia), including a later-dismissed appeal by Micro-
    Strategy of the district court's dismissal of MicroStrategy I. And there
    is no doubt that the litigation involved the expenditure of substantial
    sums of money by all involved. In fact, because the state court in
    MicroStrategy II refused to dismiss Lauricia's attorney as a defen-
    dant, Lauricia was forced to hire another attorney to represent her in
    that action. But because the prior actions were primarily directed to
    claims unrelated to those asserted by Lauricia, the expense and effort
    associated with those claims cannot be used in support of the argu-
    ment that MicroStrategy waived its right to arbitrate the discrimina-
    tion claims. See Doctor's 
    Assocs., 107 F.3d at 134
    (concluding that
    legal expenses incurred in connection with litigation of unrelated
    claims did not amount to prejudice sufficient to support a waiver find-
    ing); cf. Rush v. Oppenheimer & Co., 
    779 F.2d 885
    , 889 (2d Cir.
    1985) ("No waiver of the right to arbitrate can occur from conducting
    discovery on non-arbitrable claims." (alteration and internal quotation
    marks omitted)). Because neither the delay, nor the litigation sur-
    rounding the trade secrets claims, nor the expense associated with that
    litigation can support a finding of waiver, we are left with the district
    court's conclusion that Lauricia was prejudiced because the discovery
    obtained by MicroStrategy would not be available in an arbitration
    proceeding.
    While we agree that MicroStrategy would not have been automati-
    cally entitled to discovery in an arbitration proceeding, it is incorrect
    to say that discovery is completely unavailable in an arbitration pro-
    ceeding. Under the rules by which the parties agreed to arbitrate, the
    arbitrator may order such discovery as the arbitrator considers "neces-
    sary to a full and fair exploration of the issues in dispute." Brief of
    Appellant at 16. Because discovery is available, albeit under stan-
    dards different from those governing discovery in federal court, the
    10
    relevant question is not whether MicroStrategy would have been enti-
    tled to such discovery in an arbitration proceeding, but whether
    MicroStrategy likely could have obtained the same information in an
    arbitration proceeding. If the same information could have been
    obtained in the arbitration proceeding, then Lauricia would have suf-
    fered no prejudice by providing the information prior to arbitration,
    thus precluding a finding of waiver. See 
    Fraser, 817 F.2d at 252
    ("The dispositive question is whether the party objecting to arbitration
    has suffered actual prejudice." (emphasis added)); see also Leadertex,
    Inc. v. Morganton Dyeing & Finishing Corp., 
    67 F.3d 20
    , 26 (2d Cir.
    1995) (explaining that "[a]lthough [the defendant] did pursue various
    avenues of discovery [before seeking arbitration], it does not follow
    that [the plaintiff] was prejudiced"); Stifel, Nicolaus & Co. v. Free-
    man, 
    924 F.2d 157
    , 158-59 (8th Cir. 1991) (agreeing that brokerage
    firm "acted inconsistently with its right to arbitration by initiating liti-
    gation and participating in discovery on arbitrable claims," but revers-
    ing waiver determination because the parties opposing arbitration
    were not prejudiced); J&S Constr. Co. v. Travelers Indem. Co., 
    520 F.2d 809
    , 809-10 (1st Cir. 1975) (affirming district court's conclusion
    that the defendant did not waive its right to arbitration by answering
    complaint and participating in discovery because the plaintiff did not
    establish prejudice).
    Lauricia, however, has made no effort to establish what discovery
    would or would not be available to MicroStrategy in an arbitration
    proceeding. Instead, Lauricia simply asserts that discovery is unavail-
    able in arbitration and that she was therefore prejudiced by that fact
    that MicroStrategy obtained some discovery before seeking arbitra-
    tion. In our view, such an approach is insufficient to establish waiver
    of the right to arbitrate. As noted above, the party opposing arbitration
    bears a "heavy burden of proving waiver." American 
    Recovery, 96 F.3d at 95
    . And, as demonstrated by the Supreme Court's recent deci-
    sion in Green Tree Financial Corp.-Alabama v. Randolph, 
    531 U.S. 79
    (2000), that proof must be concrete, not merely speculative.
    In Green Tree, the buyer of a mobile home sought to avoid the
    arbitration clause contained in the installment contract, arguing that
    she could not effectively vindicate her claims under the Truth in
    Lending Act because the arbitration agreement did not address how
    the costs of the arbitration proceeding would be allocated. The buyer
    11
    contended that "the arbitration agreement's silence with respect to
    costs and fees creates a ``risk' that she will be required to bear prohibi-
    tive arbitration costs if she pursues her claims in an arbitral forum,
    and thereby forces her to forgo any claims she may have against peti-
    tioners." 
    Id. at 90.
    The Supreme Court rejected this argument:
    It may well be that the existence of large arbitration costs
    could preclude a litigant . . . from effectively vindicating her
    federal statutory rights in the arbitral forum. But the record
    does not show that [the buyer] will bear such costs if she
    goes to arbitration. Indeed, it contains hardly any informa-
    tion on the matter. . . . The "risk" that[the buyer] will be
    saddled with prohibitive costs is too speculative to justify
    the invalidation of an arbitration agreement.
    
    Id. at 90-91.
    The Court believed that to invalidate an arbitration
    agreement on such a showing "would undermine the liberal federal
    policy favoring arbitration agreements . . . [and] would also conflict
    with our prior holdings that the party resisting arbitration bears the
    burden of proving that the claims at issue are unsuitable for arbitra-
    tion." 
    Id. at 91
    (citation and internal quotation marks omitted)). The
    Court held that if "a party seeks to invalidate an arbitration agreement
    on the ground that arbitration would be prohibitively expensive, that
    party bears the burden of showing the likelihood of incurring such
    costs." 
    Id. at 92.
    Because the buyer failed to carry that burden, the
    Supreme Court reversed the circuit court's conclusion that the arbitra-
    tion agreement was unenforceable. See 
    id. Although Green
    Tree involved a question of the validity of an arbi-
    tration agreement rather than the waiver of the right to arbitrate, we
    believe that its approach is nonetheless applicable here. Lauricia
    offered nothing to show the likelihood of MicroStrategy obtaining
    similar discovery in an arbitration proceeding. That is, she offered no
    evidence generally showing how often discovery is permitted by arbi-
    trators conducting proceedings under the rules to which she agreed or
    the extent of discovery that typically is permitted by such arbitrators.
    Thus, Lauricia's assertion that MicroStrategy would not have been
    able to obtain similar discovery in an arbitration proceeding is just as
    speculative as the buyer's claim in Green Tree that arbitration would
    be prohibitively expensive. And just as the Supreme Court in Green
    12
    Tree concluded that the buyer's speculative and unsubstantiated asser-
    tions were insufficient to carry the buyer's burden, we must likewise
    conclude that Lauricia's speculative and unsubstantiated claims about
    the unavailability of discovery is insufficient to carry her heavy bur-
    den of proving waiver.
    To the extent that the district court based its waiver determination
    on a conclusion that Lauricia suffered actual prejudice simply by vir-
    tue of the difference in the standards governing the availability of dis-
    covery in arbitration and in federal court, the district court committed
    an error of law. To the extent the waiver determination rested on a
    factual conclusion that similar discovery would not be available to
    MicroStrategy in an arbitration proceeding, that conclusion is without
    evidentiary support. In either case, the error is one that we may cor-
    rect on appeal. See, e.g., Mayhew v. Wells, 
    125 F.3d 216
    , 218 (4th
    Cir. 1997) (explaining that a district court's legal conclusions are
    reviewed de novo); Consolidation Coal Co. v. Local 1643, United
    Mine Workers of America, 
    48 F.3d 125
    , 128 (4th Cir. 1995) ("A [fac-
    tual] finding is clearly erroneous if no evidence in the record supports
    it . . . .").
    We recognize that even though the parties' arbitration agreement
    specifically prohibits "[t]he taking of depositions, except to perpetuate
    the testimony of unavailable witnesses," J.A. 63, MicroStrategy took
    Lauricia's deposition in MicroStrategy I. This fact, however, is insuf-
    ficient to support the district court's waiver determination. In the prior
    actions, MicroStrategy contended that Lauricia was in possession of
    trade secrets and other confidential information, and MicroStrategy
    sought an injunction to prevent her from disclosing the protected
    information. The trial court in MicroStrategy I authorized Micro-
    Strategy to depose Lauricia for the limited purpose of identifying any
    protected documents in her possession. Thus, the deposition took
    place in conjunction with MicroStrategy's state-law claims, which, as
    discussed above, are legally and factually distinct from the discrimi-
    nation claims it now seeks to arbitrate.22 Under these circumstances,
    _________________________________________________________________
    2 Lauricia contends that she has a protected right to gather and turn
    over information necessary to support her claims of discrimination, thus
    suggesting that MicroStrategy's state-law claims are related to her dis-
    13
    the mere occurrence of the deposition cannot support a waiver find-
    ing, notwithstanding the arbitration agreement's general prohibition
    against the taking of depositions.33 See Doctor's 
    Assocs., 107 F.3d at 133
    (concluding that prior litigation waives the right to arbitrate only
    "when a party has previously litigated the same claims it now seeks
    to arbitrate," and noting that "[f]inding waiver where a party has pre-
    viously litigated an unrelated yet arbitrable dispute would effectively
    abrogate an arbitration clause once a party had litigated any issue
    relating to the underlying contract containing the arbitration clause");
    cf. 
    Rush, 779 F.2d at 889
    ("No waiver of the right to arbitrate can
    occur from conducting discovery on non-arbitrable claims." (alter-
    ation and internal quotation marks omitted)).
    Even if the deposition strayed from the limited subject matter
    authorized by the district court in MicroStrategy I, as Lauricia con-
    tends it did, that fact alone, without a showing of actual prejudice, is
    an insufficient basis upon which to ground a finding of waiver. Dur-
    ing the deposition, MicroStrategy did not inquire about the substance
    of Lauricia's claims or her litigation strategy. While Lauricia identi-
    fies several areas of inquiry that she believes were outside the scope
    of the deposition, she offers no concrete argument as to how her
    responses to any improper inquiry prejudiced her ability to arbitrate
    _________________________________________________________________
    crimination claims. We disagree. The consideration of such a privilege
    as a defense to MicroStrategy's state-law claims would not require an
    inquiry into the merits of Lauricia's discrimination claims. That is, even
    if MicroStrategy did not discriminate against Lauricia, she could still
    argue that any disclosure to the EEOC or other officials was protected.
    While such a defense may create a tangential connection between the
    discrimination claims and state-law claims, we believe that the connec-
    tion is tenuous and that, at least for purposes of determining whether
    MicroStrategy waived its right to arbitrate, the claims remain legally and
    factually distinct. See Subway Equip. 
    Leasing, 169 F.3d at 328
    ("[A]
    party only invokes the judicial process to the extent it litigates a specific
    claim it subsequently seeks to arbitrate.").
    3 Lauricia also points out that the deposition lasted approximately four
    hours, which she believes supports her argument that she was prejudiced
    by the deposition. While four hours seems excessive given the limited
    scope of the deposition, the length of the deposition was primarily the
    result of the behavior of counsel for both parties.
    14
    her discrimination claims. This approach is insufficient to carry Lauri-
    cia's burden of establishing prejudice and waiver. Moreover, after
    reviewing the deposition, we cannot conclude that Lauricia was preju-
    diced by the minimal amount of information obtained by Micro-
    Strategy that arguably was not relevant to the trade secret claims. See
    Coca-Cola Bottling Co. of New York, Inc. v. Soft Drink & Brewery
    Workers Union Local 812, 
    242 F.3d 52
    , 57-58 (2d Cir. 2001) (holding
    that a union did not waive its right to arbitrate even though the union
    obtained "substantial discovery"); Tenneco Resins, Inc. v. Davy Int'l,
    AG, 
    770 F.2d 416
    , 421 (5th Cir. 1985) ("[W]hen only a minimal
    amount of discovery has been conducted, which may also be useful
    for the purpose of arbitration, the court should not ordinarily infer
    waiver based upon prejudice to the party opposing the motion to stay
    litigation . . . ."); Dickinson v. Heinold Sec., Inc., 
    661 F.2d 638
    , 642
    (7th Cir. 1981) ("Admittedly, Heinold's discovery[on non-arbitrable
    claims] would be helpful to a presentation of the state law claims to
    the arbitrator but pursuit of such discovery is not sufficient to consti-
    tute a waiver in the instant case."). Because Lauricia has failed to
    establish that she suffered the kind of prejudice necessary to support
    a finding that MicroStrategy waived its right to insist on arbitration,
    the district court erred by denying MicroStrategy's motion to compel
    arbitration.
    III.
    In this case, MicroStrategy filed three separate actions against
    Lauricia and her attorney, during the course of which MicroStrategy
    deposed Lauricia, successfully sought the seizure of documents it
    believed contained trade secrets, received responses from Lauricia to
    interrogatories and requests to produce, and obtained Lauricia's
    employment records from her former employers. Only then did
    MicroStrategy assert its contractual right to arbitration of Lauricia's
    discrimination claims. Although Lauricia makes a strong argument
    that MicroStrategy undertook its "remarkably aggressive" course of
    litigation for the sole purpose of wearing her out, both emotionally
    and financially, we hold only that Lauricia failed to carry her "heavy
    burden" of establishing that she suffered legally significant prejudice
    from MicroStrategy's litigation activities. See 
    Leadertex, 67 F.3d at 26
    ("[H]owever unjustifiable [the] conduct [of the party seeking arbi-
    tration], there can be no waiver unless that conduct has resulted in
    15
    prejudice to the other party."). We express no opinion as to whether
    or not a similar level of litigation activity could, in another case, sup-
    port a finding of waiver of the right to insist on arbitration. Accord-
    ingly, we reverse the district court's conclusion that MicroStrategy
    waived its right to arbitration. We remand with instructions for the
    district court to enter an order compelling arbitration and, if appropri-
    ate, staying other proceedings pending arbitration. 4
    VACATED AND REMANDED WITH INSTRUCTIONS
    _________________________________________________________________
    4 MicroStrategy suggests that if this court were to conclude that it
    improperly obtained information through discovery, then an order bar-
    ring MicroStrategy from using that information in the arbitration pro-
    ceedings would better honor the policy favoring arbitration than would
    a finding of waiver. While we conclude that Lauricia has failed to estab-
    lish that MicroStrategy has waived its right to arbitrate, we do not
    address the appropriateness of MicroStrategy's use during arbitration of
    the information it obtained. That question, as well as the related question
    of whether Lauricia should be allowed to seek similar information from
    MicroStrategy, is better left to the arbitrator.
    16