Leading The Industry With Ready-to-Run Quantum Software

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Leading the Industry with Ready-to-Run Quantum SoftwareNASDAQ: QUBTAccelerate classicaloptimization solutions withquantum techniques.Corporate PresentationSubmit the same problem toclassical or quantum processors,no programming required.SaaS-based solution empowerstoday’s SMEs with betterinsights for better decisions.November 2021

Important Cautions Regarding Forward-Looking StatementsNASDAQ:QUBTThis presentation contains forward-looking statements as defined within Section 27A of the Securities Act of 1933, as amended, and Section 21E of theSecurities Exchange Act of 1934, as amended. By their nature, forward-looking statements and forecasts involve risks and uncertainties because they relate toevents and depend on circumstances that will occur in the near future. Those statements include statements regarding the intent, belief or currentexpectations of Quantum Computing Inc. (“Company”), and members of its management as well as the assumptions on which such statements are based.Prospective investors are cautioned that any such forward-looking statements are not guarantees of future performance and involve risks and uncertainties,and that actual results may differ materially from those contemplated by such forward-looking statements.The Company undertakes no obligation to update or revise forward-looking statements to reflect changed conditions. Statements in this presentation thatare not descriptions of historical facts are forward-looking statements relating to future events, and as such all forward-looking statements are madepursuant to the Securities Litigation Reform Act of 1995.Statements may contain certain forward-looking statements pertaining to future anticipated or projected plans, performance and developments, as well asother statements relating to future operations and results. Any statements in this presentation that are not statements of historical fact may be consideredto be forward-looking statements. Words such as "may," "will," "expect," "believe," "anticipate," "estimate," "intends," "goal," "objective," "seek," "attempt," “aim to”, orvariations of these or similar words, identify forward-looking statements. These risks and uncertainties include, but are not limited to, those described in Item1A in the Company’s Annual Report on Form 10-K, which is expressly incorporated herein by reference, and other factors as may periodically be described inthe Company’s filings with the SEC.Qatalyst , QCI qbsolv and QuOIR are trademarks of Quantum Computing Inc.@ Quantum Computing Inc. 2021. All Rights Reserved. 111521Intel is a registered trademark of Intel Corporation.2

Key Stats - NASDAQ: QUBTStock Price 11/15/21 6.37Revenue, mrq52 Week Low-High 3.25 - 25.07Net Loss, mrq1Cash & cash equiv.NASDAQ:QUBT 4.8MAvg. Volume (30-day)769KShares Outstanding29.2MTotal Assets @ 9/30/21 11.1MPublic Float, est.22.4MTotal Debt @ 9/30/21-Market CapInsider Holdings, est.InstitutionalHoldings 186M21%9.0%1) Includes stock-based compensation expense of 2.6M as of September 30, 2021@ 9/30/21Total Liabilities @ 9/30/21Employees (full/part)Fiscal Year End 10.4MSources: Yahoo!Finance, QCI Form 10-Q, QCI press releases,IPREO. 0.8MShares outstanding as of November 3, 2021.Balance sheet data as of September 30, 2021.32Dec. 313

Who We AreNASDAQ:QUBT Only public pure-play quantum software company in the high-growth, multi-billion-dollar quantum computing space. Innovative delivery of quantum-powered optimization solutionsfor the enterprise. We apply quantum techniques to classical computing today tobetter solve high-value enterprise computational problems, with aseamless bridge to quantum computing. We deliver solutions with unmatched speed and quality ofresults using quantum techniques — and not someday, but today. Highly experienced and accomplished management team:industry pioneers from Cray, Silicon Graphics, D-Wave, and othermajor IT firms. Our flagship quantum software accelerator, Qatalyst , recentlylaunched as a software-as-a-service (SaaS) on Amazon WebServices (AWS) and Amazon Braket.Our flagship software solution, Qatalyst, is the industry’s only quantumapplication accelerator, empowering today’s Subject Matter Experts(SMEs) to immediately leverage the power of quantum techniques forfaster, better, and more diverse business decisions - with no need forquantum expertise or training.4

NASDAQ:QUBTWhy Quantum Computing?5

Why We are Here: The Classical Computing DilemmaIncreasing amounts of data requires fast & better insights for business decisions.NASDAQ:QUBTyet classical computer processing limits are challenged by the explosion of data.Quality As data grows, experts have found ways to compressproblems mathematically.However, this creates tradeoff in the quality of result.Speed Problems increasingly have hundreds of thousands ofvariables to factor in.As data and variables increase, longer times are required tosolve problems.Diversity Binary nature of classical limits to single answer.Leaves other needed solutions, like process optimization, offthe tableQuantum Computing Promises to Solve These Challenges6

Quantum Momentum in the MarketNASDAQ:QUBT The Next Big Wave: This is not just a new technology – Emergence ofquantum computing has catalyzed a new revolution in technology. Major Investment: Industry giants like IBM, Microsoft, Google, Amazonand Honeywell are investing huge resources, as well as the U.S., China,and EMEA. Growing Demand: While it could still be years before quantumhardware shows real business advantages operating independentlyfrom classical computers, businesses are demanding results today. First Mover Advantage: Just as software and apps were the keys to thePC and smartphone revolutions, the same holds true for quantumcomputing: the first movers will be the biggest winners. QCI is the Only Public Pure Quantum Software Play: Only publicly-traded company 100% focused on leading the transition from classicalto quantum computing with software that avoids significant expenseand time required for quantum programming.7

Quantum Opportunity by the NumbersNASDAQ:QUBTGlobal Quantum Computing Market1 Large, Fast-Growing Market: 56% CAGR to 65billion by 20301 65B 65B Major Benefits: Quantum solutions to createcompetitive advantage for 25% of FortuneGlobal 500 by 2023.2by 2030@ Growing Adoption: 20% of organizations will56%CAGR1budget for Quantum Computing projects by2023, up from 1% today.2 0.5B191)2)Research and Markets Worldwide Quantum Computing Market report, April 2020IDC & Gartner per Forbes.com 2/13/202020212223242526272829308

Major Industry DriverFederal, Commercial & Academia InvestmentNASDAQ:QUBT 1 Billion U.S. National Quantum Initiative Act of 2018 provides over 1 billionover five years to support U.S. quantum computing development.Consortium of Dept of Energy, private sector and academicinstitutions has committed 965M to establish five U.S. QuantumInformation Science Research Centers Centers to be led by teams from DoE’s national laboratories: LawrenceBerkeley, Oak Ridge, Fermi, Brookhaven and Argonne.Private sector and academic institutions to conduct research onquantum computing, sensing, networking, and materials manufacturing.Numerous other Congressional Bills in the works for additionalfunding for quantum computing and other related technologiesWhite House Office of Science and Technology Policy, the National Science Foundation – August 20209

NASDAQ:QUBTWhy Qatalyst?10

The Quantum Reality CheckNASDAQ:QUBTThe GoodThe Bad, i.e., What Needs Work Huge investments by major players are drivingHardwarequantum momentum. Quantum has the potential to deliver faster,better solutions for many critical, real-worldenterprise problems. QPUs are constantly improving and expanding Every day we’re learning more about quantumprogramming, the challenges, and what wereally need to think about. Quantum processors are still in their infancy.Cannot scale to process the large volumes of dataand variables created by today real-world problemsNo standard quantum computer architecture.Proprietary, unique low-level code required for eachvendorSoftware Requires complex programming with SDK (softwaredevelopment kits)SDKs require quantum expertise to understand anduseLong lead time and costs required to train anddevelop the skills needed to create quantumprograms11

Software is the Linchpin for Quantum AdoptionNASDAQ:QUBT Quantum Computing requires a completely new computingparadigm. Yesterday’s software development techniques do not applyToday’s Subject Matter Experts (SMEs) and software programmers don’tknow how to program for quantum. Today’s constrained optimization solutions are run by: SMEs alone SMEs using Excel/Tableau-like tools SMEs supported by classic programmers New skills are required. Businesses can expect: 6-12 months for their SMEs to develop their first quantum program Significant time to tune a program to deliver quality result Significant time & money to train and/or hire quantum experts Extensive reprogramming with hardware upgrades or when changing toanother QPUQCI Ready-to-Run Quantum Software Solves these Problems12

Third-Party Quantum SDKs vs. QCI QatalystNASDAQ:QUBTTypical SDK Code for Multi-Constraint OptimizationQatalystOnly 1 API call required (no coding)VS.sample qubo(qubo: Union[dict, numpy.ndarray,scipy.sparse.base.spmatrix], **kwargs) qatalyst.response client.ClientResponse“I’ve worked with a popular Quantum open-source SDK forover 8 months. I just found a way to program a simpleproblem yesterday. With Qatalyst, I was submitting problemsin the same week I received access.”- Theoretical Physics PhD in Quantum Application Business13

What is Qatalyst?NASDAQ:QUBT Quantum-ready constrained optimization software for classic &quantum computers Quantum-ready techniques applied to classic computing enhances thequality and performance of classical computationsReturns a diversity of excellent results faster for better decisions SME driven, no quantum expertise required SMEs, workflows and applications submit familiar programs Qatalyst does the rest via six simple API calls SMEs empowered right now vs being left behindQatalyst No hardware lock-in; Use the best QPU for the problem Immediately access the power of quantum across diverse QPU vendors, inthe cloud. No need for low-level coding, no on-premise requirements. Submit the same program on CPUs or QPUs using the same Qatalyst APIs Qatalyst controls and adjusts to the hardware; no need for low levelprogramming or reprogramming when changing QPUsReady-for-Results Quantum Software14

Third-Party Toolkits vs Qatalyst - Simple lystThird-Party ToolkitsFor Quantum Experts OnlyQuantumExpertsMulti QPUProprietary QPUScience ProjectsReal-World Business ProblemsTypes of Problems15

Comparison of Time-to-Business-ResultsNASDAQ:QUBTSDK ToolKits: Time-to-Results: 7-12 months* Fundamentals of Quantum Computing Quantum Software Programming TrainingDefine QuantumProblem &Process Tune Problem and Data Re-run for better results Tune and re-run, repeat“Rinse & Repeat” for Every New ProblemQatalyst: Time-to-Results in 1 Week or Less Learn API Define & Submit Problem Process & Return ResultsTimeMonth1* Assuming help of quantum consultants and related fees.357916

NASDAQ:QUBTQatalyst in Action17

Qatalyst In ActionQ Graph Automatic transformation – graphmodel to optimization problem – forexpanded problem typesSupports partitioning, clique cover,community detectionQatalyst Core Quantum-ready optimization. Accelerates & improves classical withdiversity of solutions. Seamless access to classical, hybrid orquantum - no low-level coding for individualQPUsNASDAQ:QUBTQonnect Seamless access toQPU/CPU No proprietary QPUcoding Same problem runs onQPUs and CPUs with nochangesQontrolQ API 6 possible API calls. Typical problem requires 1 call 1 day to learnSimply add call to workflowsMicroservices manage end-to-endsubmission to results Portal makes Qatalyst admin simple Support for Classical and/or quantumprocessing SMEs use familiar concepts The Bridge to Quantum Power - Today18

Go-to-Market ModelNASDAQ:QUBTOur Go-to-Market ApproachWe are going to market with amodel focused on deep reach andrange into key accounts where wecan create initial footprints that willdrive ongoing revenue.CustomersAcquisitionQCI ValueRevenue OpportunityQPU VendorsQatalyst offers quantum computer vendors a competitivedifferentiation by providing users easy access to their QPUswith no quantum expertise or programming required.OEM licensing as well asend user license sales, NRESoftwareVendorsQatalyst accelerates and improves results for a variety ofapplications in supply chain, logistics and assetmanagement in retail, transportation, oil and gas,manufacturing and more.OEM licensing as well as enduser license sales. NREIntegratorsQatalyst gives horizontal and vertical integrators theopportunity to drive significantly higher margins for betterresults versus custom quantum programs.End user licensingDirect salesWe have extensive and deep personal contacts at Fortune1000 companies that open the door to sales opportunities.End user licensing, PSrevenues, Training etc.Revenue ModelOur revenue model has beenevolving as we receive feedbackfrom early-stage users.Our current objective is to compelcustomers to step into Qatalyst nowwithout any pricing resistance.ModelStructureValue-based PricingWe expect to charge a value-based pricing model based on the value (e.g., moneysaved) to the organization. We win when they win.Per User LicensingMay also charge per user licensing fees to accompany this value-based pricing.19

Qatalyst as SaaS ApplicationNASDAQ:QUBT QCI has delivered the first and only ready-to-runconstrained optimization application for quantumcomputing. AWS’ enterprise infrastructure is the first to host Qatalyst forCPU and QPU resources.Qatalyst QCI is teaming with AWS Braket to make quantum evenmore effective for solving business problems. SMEs and programmers get fast, straightforward access tothe software and hardware they need to drivecomputational results.“Services like QCI's Qatalyst are important in makingquantum computing accessible to a broader audienceand helping customers explore how to combine classicaland quantum computation.“We’re pleased to support the QCI team in deliveringinnovative solutions that build on Amazon Braket.”- Richard Moulds, General Manager, Amazon Braket, AWS20

QCI Market OpportunitiesNASDAQ:QUBTMarkets QCI is Addressing TodayTransportation/LogisticsAirlines/Cargo routing, crew scheduling,gate assignmentsGround transportation routing pertraffic & emergency scenarios.RetailEcommerce shift changes entire retailsupply chain ( inbound anddistribution logistics), demandingcomplex optimizations.Supply chain routing & logisticsManufacturingRaw Materials optimization andplanning, discrete manufacturingline optimization.,,Material Sciences & PharmaImproved chemistry simulations fordiscovering novel materials.Fast drug discovery, better clinical trialdesign, molecular modeling.Government & SecurityImproved disaster response,faster detection of fraud and badactors, stronger cyber security andnational security, intercept-proofcommunications.Finance & InvestmentFaster and better portfoliooptimization, risk modeling, andderivatives creation.21

Qatalyst Near-term Addressable Markets – ExamplesApplicationMarketsNASDAQ:QUBTAddressable Market Size 22 Billion 1 uringTransportation Optimization AirlinesDelivery 5 Billion 2Community Detection Cyber Security Biotech Government Supply Chain &Logistics Optimization 156 Billion 3TotalOther potential revenue sources: Government or Commercial R&D contracts Consulting1) Research & Markets Jan. 2020: Global Supply Chain Management Software Market2) Orion Market Reports March 20213) Grandview Research Jan. 2020: Cyber Security Market Size, Share & Trends. 157 Billion Typical Gross Margins of 60% - 70%22

Example QC ApplicationRetail Supply Chain OptimizationNASDAQ:QUBTEcommerce shift complicates everything.Covid accelerated that shift. Shopping baskets. From single basket with lots of items tomany baskets with few items. Supply Chain availability. Shifting demand and Covidlockdowns/delays mean raw materials and productavailability is a dynamic and ever-changing target. Consumer expectations. Customers expect unlimited productselection and availability at the lowest price. The emergingdifferentiator is becoming delivery time. As many as 96% of customers consider faster delivery synonymouswith same-day delivery.In a study by McKinsey & Company, the primary aspect of customerservice mentioned by customers? Delivery time.Qatalyst Solves These Highly Complex Computations to Fuel Retail Markets23

Example QC ApplicationTransportation Optimization Increases in delivery demands drive more complexcomputations to optimize logistics. Uncertainty of availability of critical supply chainelements mean production is ever-changing. How tooptimize delivery under these circumstances. NASDAQ:QUBTFor example, how to deliver automobiles globally withconfirmed schedules for production and delivery.Scale of transportation as Covid lockdowns areremoved offer opportunity for better optimization aswe reboot airlines, trains and infrastructure.24

Example of Qatalyst Quantum-Ready ApplicationCommunity Detection ApplicationNASDAQ:QUBT Community detection is a broadly useful technique across domains foridentifying similarities/.commonalities across diverse groups orprofiles.(not just humans) Ready-to-run community detection is part of Qatalyst optimization. SMEs simply submit their graph problem, QGraph converts, Qatalyst Coresolves and QGraph returns results in requested format.Sales & MarketingBiotechnologyGovernment/SecuritySocial Network Analysis foraccurate marketsegmentation and targeting.Improved epidemiologymodels for epidemics.Improved anomaly detection forearlier detection of criminal activity,fraud and cyber bots.Cohort segmentation andanalysis for improved clinicaltrial design.25

Users Get Quantum-Ready as They Fuel ClassicalPerformance with QatalystNASDAQ:QUBT A key benchmark study has revealed that Qatalyst has delivered on itspromise of immediate performance benefits from quantum-readymethods running on classical computers. Performance benefits eliminate one of the greatest obstacles to thedevelopment and adoption of QC applications. Qatalyst provided better results than currently used software to solvecomplex optimization problems faced by nearly every major companyand government agency worldwide. While future quantum computers are expected to deliver even greaterperformance benefits, Qatalyst delivers today the best-known quality ofresults, time-to-solution, and diversity of solutions in a commerciallyavailable service. This superior capability enables business and government organizationsto become quantum-ready today while realizing immediate benefits fromimproved performance.This June 2020 benchmark study details Qatalyst’ssuperior performance and is publicly available atarxiv.org/abs/2005.11294.26

Qatalyst QikStart ProgramNASDAQ:QUBT Collaboration with business partners to accelerate the timeto “quantum advantage” Provides everything needed to start generating quantum-powered computations Help participants accelerate their adoption of quantumcomputing for solving mission-critical problems forbusiness. Grants immediate access to our Qatalyst quantumapplication accelerator, expert resources, and funding toexplore and push the boundaries of quantum computing fordelivering practical business results. Participants can solve constrained optimization problemsfor supply chain, logistics, drug discovery, cybersecurity,transportation27

Highly-Experienced Management Team with Strong Record of ResultsRobert LiscouskiPresident, CEO &Chairman35 years’ executiveexperience at publicand private companies,and federal agencies.Appointed by PresidentGeorge W. Bush as firstAssistant Secretary forInfrastructureProtection.Diplomatic securityservice special agentwith the U.S.Department of State.Served in seniormanagement roles atImplant SciencesCorporation, Coca-ColaCompany and OrionScientific Systems.B.S. from John JayCollege and Master’sfrom Harvard University.Chris RobertsMichael Booth35 years’ experience incorporate finance,business law, businessdevelopment,information technology,marketing andgovernmentcontracting.30 years’ experience inapplication design anddevelopment.CFO & DirectorSenior managementand finance executivepositions at a numberof public and privatecompanies involved inaerospace, defense andinformation technology,including Secure PointTechnologies, SystemsMade Simple, IntegralSystems, and PearsonAnalytic Solutions.B.S. in ElectricalEngineering andMaster’s degree fromMIT. Juris Doctor,University of Virginia LawSchool.CTOServed in thebenchmarking divisionat D-Wave Systems, theworld’s first commercialsupplier of quantumcomputers, where hedeveloped qbsolv andbenchmarkingalgorithms.20 years at CrayResearch and five yearsat Silicon Graphics.B.S. in MechanicalEngineering from TheUniversity of Memphis.Post-graduate studiesat The University ofTennessee SpaceInstitute.David MorrisChief RevenueOfficer20 years of successleading sales strategy,business developmentand execution.Served as chief revenueofficer for AirspaceSystems, a leader in thedrone detection andanalytics space.Led global drone salesand businessdevelopment for Intel.Served as salesmanager for CiscoSystems and led thesales teams in 12 U.S.states.B.S. from San DiegoState University.Rebel BrownVP, Marketing30 years of expertise instrategy, productmarketing/management and positioning.Helped raise more than 500M in startupfunding and launchedinnovative technologiesin software systems.Supported successfulexits to companies likeApple, IBM, EMC, SGI andBEA.Founder of UnstoppableU, a non-profitorganization workingwith kids to heal themfrom abuse andtrauma.B.S. from University ofEvansville.Steve ReinhardtVP, ProductDevelopment40 years of senior levelexperience in softwareand hardwareengineering,development, andinnovation.At D-Wave Systems ledteams to developquantum computingtools like qbsolv. Helpedcustomers map outproblems for effectiveexecution on D-Wave’squantum-annealingbased quantumcomputer.B.S. in ComputerSciences from YaleUniversity, and master’sdegree from Universityof Minnesota.John DawsonVP, Operations25 years’ experienceleading softwaredevelopment, IT teamsand managingtechnologyrelationships.Led Cray Research’sworldwide ITorganization and thesoftware developmentteam for Cray’smassively parallel andvector supercomputers.Co-founded and servedat Unlimited Scale,which developed aLinux-based distributedoperating system forhigh performancecomputing.B.S. from University ofWisconsin.NASDAQ:QUBTMark WaingerDirector, AppDevelopment35 years of innovationand entrepreneurialexperience in computerand IT, finance, banking.Co-founder, CEO, CTOand director of severaltech-focusedcompanies.Co-founded the fixedincome analyticssoftware company,Global AdvancedTechnology Corp. (GAT),with noted NYU financeprofessor, Thomas Ho.Conducted scientificresearch at ExxonResearch & Engineering.B.S. in Chemistry &Physics from MIT.Master’s Degree inApplied Science, NewYork University.28

Key Relationships/Partnerships – Industry & AcademiaNASDAQ:QUBTNASDAQ: SPLK Recently launched as asoftware-as-a-service (SaaS)on Amazon Web Services (AWS)and Amazon Braket.Launched in April 2021AWS’ enterprise infrastructure isthe first to host Qatalyst for CPUand QPU resources.Launched with AWS Braket tomake quantum even moreeffective for solving businessproblems.SMEs and programmers getfast, straightforward access tothe software and hardware theyneed to drive computationalresults. 30 billion Big Data analyticscompany. 17,500 customers worldwide —including 92 of Fortune 100.Partnership established inMarch 2020Collaboration to help customersinvestigate, monitor, analyzeand act on data from anysource and at any scale. Meraglim is an industry leaderin predictive analytics,integrating human and AI withadvanced science.Its Raven Predictive Analyticsplatform delivers advancedcapital market risk analysis. Helps C-Suite leaders andinstitutional fiduciaries identify& manage risks andopportunities.Partnership established Dec.2020 to make Qatalyst part ofthe Raven solution. QCI is a member of a consortiumof universities focused onadvancing Quantum Computing.Includes Purdue University, IndianaUniversity, and University of NotreDame.Planned Industry/UniversityCooperative Research Center forQuantum Technologies currentlyseeking DoE and National ScienceFoundation (NSF) funding/grant.QCI presented at 3-day virtualworkshop on quantum computingin July 2020: Hosted by Purdue University.Attendees included severalprospective customers: AFRL, GEResearch, Cummins, and Eli Lilly.29

Recent Major Research Partnerships/AgreementsNASDAQ:QUBT Los Alamos National Laboratory is a U.S. Departmentof Energy research institution and renownedcomputing pioneer. IPQ Analytics is a life sciences and healthcareanalytics innovator that provides solutions forimproved diagnostics and clinical trial outcomes. June 2021: Signed a 3-year cooperative research and July 2021: QCI partnered with IPQ to analyze real worlddevelopment agreement (CRADA) to solve real worldgraph partitioning and data decompositionproblems.data with QCI’s quantum-powered communitydetection technology. Solutions to drive better patientmanagement and more cost-effective treatments. Qatalyst will be used to process Los Alamo’scomputational meshes using hybridclassical/quantum algorithms. Goal: enable more efficient petascale (1015 floatingpoint operations per second or petaFLOPS) andeventually exascale (1015 FLOPS) simulations.1)John Hopkins University School of Medicine Study, July 2019 Address problem of 12 million diagnostic errors peryear in the U.S. resulting in 40,000 deaths andcosting 750B.1 IPQ will migrate its next-generation phenotypes to runon QCI’s Qatalyst software.30

Strategic Business DevelopmentNASDAQ:QUBT QCI is an active member of Quantum Economic DevelopmentConsortium (QED-C) QED-C grants us access to companies looking to develop and adopt quantumtechnologies.QED-C has provided important business development introductions to banking,pharma, and consulting firms with investment and sales potential.Validates QCI as market player and builds brand and reputation. Now with AWS and Braket in place, we are pursuing other cloud serviceproviders to include Qatalyst in their marketplace or SaaS offering. Also pursuing partnerships with commercial enterprises looking todevelop a quantum strategy: Splunk (Network Analysis & Cyber Security) – TAP (engaged)Some presently confidential: Japanese Technology Firm – marketing & sales to Japanese companies Large Business Consulting Firm – looking to provide customers with quantumsolutions Large Industrial Firm – optimization solutions31

Key TakeawaysBreakthrough TechnologyQuantum-enabled software thatdelivers business value today.Qatalyst can solve some of the mostimportant and complex computingproblems at record speed.World Class TeamWe have assembled a team ofsubject matter experts with decadesof success in quantum computing,supercomputing, pharma, fintech,manufacturing and security.NASDAQ:QUBTLarge Addressable MarketHigh-Growth Opportunity:56% CAGR to 65 billion by 2030.Diverse applications acrossmultiple industries: finance,national defense, industry,healthcare and more.Performance Revenue ModelOpportunities for strategicpartnerships with major enterprise,government agencies, and nationallabs to produce real-worldperformance advantages.32

Robert Liscouski President & CEOrlisk@quantumcomputinginc.comChris Roberts CFOcroberts@quantumcomputinginc.comInvestor Relations ContactRon Both or Grant StudeCMA Investor RelationsTel (949) 432-7566QUBT@cma.team33

Who We Are NASDAQ:QUBT 4 Only public pure-play quantum software company in the high- growth, multi-billion-dollar quantum computing space. Innovative delivery of quantum-powered optimization solutions for the enterprise. We apply quantum techniques to classical computing today to better solve high-value enterprise computational problems, with a

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