q2 2020 investor presentation - quantum computing inc · we are building the software foundation...

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1 Quantum-ready applications. Q2 2020 Investor Presentation

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Page 1: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Quantum-ready applications.

Q2 2020 Investor Presentation

Page 2: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Why Quantum Computing?Quantum-Enabled Software

Quantum computers catalyze a revolution in technology.

Industry giants like IBM, Microsoft, Google, and Amazon are investing now.The governments of China, the US, and EMEA countries are investing now.

It will be years until quantum hardware shows real business advantage, but the marketplace demands/expects near-term benefits.

Just as software and apps were the key to the smartphone revolution, quantum software and end-user apps will be the keys to the quantum revolution.

Quantum Computing Inc. has built a quantum software development platform and quantum-enabled applications that deliver business value today.

Page 3: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Current | Classical Systems

+5 Years

• Performance advantage for some real-world applications• More robust and broader set of

quantum application-development tools• Some quantum applications for

business, national defense, and other domains• Broadly accessible over the cloud

Quantum-Enabled Software

• Provide quantum-enabled apps that solve high value optimization problems• Enable users to start on the path to

quantum app development with QCI quantum application development platform• Runs today on GPUs/CPUs and early

quantum systems

+10 Years

• “True” Quantum Computers capable of executing algorithms such as Shor’s (prime factorization) and Grover’s (search)• Technology mature enough to sustain a

broad ecosystem of applications• Quantum performance advantage for

many applications

Business OpportunityForward Compat ib le

• General purpose, can be readily used for most applications and problems• Quickly approaching limits of

Moore’s law• Incapable of solving many high

value, highly complex computing problems• Broadly accessible over the cloud

Page 4: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Quantum-enabled software that delivers business value today and will solve some of the most important and complex computing problems in finance, national defense, and industry.

We have revenue-generating opportunities and opportunities for strategic partnerships with government agencies, businesses, and national labs.

The market for our products is forecasted to be $10 Billion by

2024, potentially growing to $50 Billion by 2030.

Breakthrough Technology

Near-Term RevenueWorld Class Team

Large Addressable Market

There are only a handful of quantum software experts in

the world, and our CTO and VP Product are among them. Our

business leaders have built highly successful companies from the ground up and had

strong exits.

Quantum Computing Inc Investment Highlights

Page 5: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Vastly reduced energy loss through optimized routing, design, and new materials.

Energy

Accelerated detection of fraud and bad actors, bolstered cyber-and national security.

Federal, State, and Municipal Government

Optimized transportation routing and planning for dynamic and emergency situations.

Transportation

Faster and improved portfolio optimization, risk modeling, and derivatives

creation.

Finance

Improved chemistry simulations to discover novel useful materials.

Material Sciences

Improved Clinical Trial Design, drug discovery, and

epidemiological modeling.

Healthcare

A Multi-Bill ion Market OpportunityBroad Appl icabi l i ty

Page 6: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Forward CompatibleOur software runs on classical systems today, but is ready to run on quantum systems as they scale and demonstrate performance advantage

Platform-Agnostic SoftwareWe are building the software foundation for quantum applications development, and a set of high-value applications where we and our partners have demonstrable expertise

Broad Target Market

Market-Scalable Infrastructure

Our application are designed for use in a broadrange of markets.

Our PlatformQuantum-Ready

We have identified target markets for which our software could solve high value problems: optimization, finance, healthcare, and US government.

Page 7: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Ap

plic

atio

nsC

omp

uter

H

ard

wa

re

QBSolv

Quantum Asset Allocator

App

Other Applications

Community Detection

App

Mid

dle

wa

re -

Muk

ai

Fintech Pharma - Healthcare Cyber Security - AI

QNX

CPU Annealing QPU

Gate-Based QPU

Other Components

We have revenue-generating opportunities and opportunities for strategic partnerships with government agencies, businesses, and national labs.

Applications

Our environment for enabling performance from both classical and near-and future-term quantum computers.

Middleware Platform - Mukai

Our future-enabled applications leverage future advancements in computing power.

Computer Hardware

Quantum-Enabled SoftwarePowerfu l P lat form

Page 8: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Current Market OpportunitiesAppl icat ion Port fo l io

Application MarketsTotal

Addressable Market

Near-termRevenue

OpportunityLaunch Date

Mukai – Optimization Cloud or Onsite Deployment

Advertising/Marketing, Aerospace/Defense, Biotech, Chemical/Utilities, Materials, Supply Chain, Transportation

$10 Billion+ $5 M/Year

$25,000/User x 200

Q1 2020 – Beta LaunchQ2 2020 - Commercial

QAA – Asset AllocationCloud or Onsite Deployment

Portfolio Optimization, Risk Management

$1.5 Billion+ $2.5 M/Year

$50,000/User x 50

Q1 2020 – Beta LaunchQ2 2020 - Commercial

Community Detection Application

Advertising, Healthcare, Government

$10 Billion+ N/A TBA

Page 9: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Mukai – Quantum-Enabled Optimization Platform

QBSolvMuk

ai

QNX Other Components

Mukai can be used to solve extremely complex optimization problems, which are at the heart of some of the most difficult computing challenges in industry and government.

Its software stack enables developers to create and execute quantum-ready applications on classical computers, while being ready to run on quantum computers when those systems can achieve performance advantage. QCI has already demonstrated superior performance today for some applications built on Mukai running on classical computers. This will be offered on AWS as a SaaS model charging by time increments (hours) or by license cost if run on premises.

Cloud Deployment

Page 10: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Mukai – Competitive LandscapePowerfu l Middleware

Application Company Users Yearly Pricing Quantum Enabled?

SAS VIYA ~1,800 $10,000+ N

Artelys Knitro ~500 $4,000+ N

CPLEX 2,500+ $9,500+ N

Gurobi 2,400 $10,000+ N

Mukai In Beta TBD Y

Page 11: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Quantum Asset Allocator ApplicationFirst Appl icat ion

• Provides small-and medium-sized funds the ability to optimize asset allocation, previously the province of large firms and funds• Quickly returns optimal or near-optimal interactive solutions

and analyses of financial asset allocation problems, leading to unprecedented insight• Has demonstrated superior portfolio performance using

quantum-enabled techniques on both classical and current quantum computing hardware • First beta client is a $600m AUM hedge fund - testing QAA

to optimize its portfolio against expected returns

Mutual Funds and Hedge Funds in US17,000

Annual cost per user$50,000

Yearly Revenue Opportunity$100 Million

Immediately addressable Funds2000

Page 12: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Community Detection ApplicationAppl icat ion Deve lopment

Community detection is a broadly useful technique across domains and is believed to be well suited for approaches leveraging quantum computing methodologies.

This is being implemented as an underlying kernel in the Mukai stack used by applications for use across multiple industries and government.

Social Network Analysis for accurate market segmentation and targeting.

Marketing

Improved epidemiology models for epidemics.

Cohort segmentation and analysis for improved clinical trial design.

Healthcare

Improved anomaly detection for earlier criminal activity, fraud and bot detection.

Government

Page 13: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Strategic Business DevelopmentQuantum Opportunit ies

• Active member of Quantum Economic Development – Consortium (QED-C)• Access to companies wanting to develop and

adopt quantum technologies. Led to important business development intros to banking, pharma, and consulting firms with investment and sales potential• Validates QCI as market player and builds brand

and reputation• Pursuing various cloud service providers for inclusion

of Mukai on respective marketplaces• Partnerships with Commercial Companies looking to

develop a quantum strategy:• Splunk (Network Analysis and Cyber Security) –

TAP• Japanese Technology Firm – Marketing and Sales

to Japanese Companies• Large Business Consulting Firm – looking to

provide customers with quantum solutions• Large Industrial Firm – Optimization Solutions

Near-Term Revenue Opportunities

U.S. Government Other Sales

• Pursuing various DoD & DOE Research Lab Contract Opportunities

• Supporting COVID-19 Analytic Efforts with Community Detection for Federal, State, and Local agencies.

• Large Industrial Company– Job Shop Scheduling

• Japanese Entity – Mukai Software as a Service

• Train scheduling• Mid-Tier Hedge Funds

Names removed from companies/entities/fund for confidentiality

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Application/Clients (# of Engagements)

Projected Total Revenue (000’s) Anticipated Timing Current Status

QAA (4) 200 Q3-Q4 Contingent on current beta tests

Mukai (6) 250 Q3-Q4 Performance tests in progress

Community Detection (2) 150 Q3-Q4 In discussions with

interested parties

Government Contracts/R&D (3) 2,000 Q2-Q4 Documentation

submitted

Consulting 200 Q3/Q4 Agreement in negotiation

Commercial (2) 400 Q3/Q4 Cybersecurity use exploration

2020 Pipeline (as of Q1/2020)

Page 15: Q2 2020 Investor Presentation - Quantum Computing Inc · We are building the software foundation for quantum applications development, and a set of high-value applications ... Our

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Share Structure (February 26, 2020)

Shares Outstanding 7,432,046

Warrants 1,125,000

Options 780,000

Shares from Convertible Notes 4,742,330

Fully Diluted Shares 14,079,376

Cash from full exercise of Options/Warrants $4,889,750.00

Corporate Highlights

January 2020 Second Product Launch Mukai Middleware Software

December 2019 First Product Launch Quantum Asset Allocator

October 2019 S1 Filed

October 2019Admitted as a member of the US National Quantum Initiative - Quantum Economic Development Consortium (QED-C)

September 2019 Uplist to OTCQB

November 2018 Completion of first financing of $4.5m

June 2018 Corporate Name/Ticker Change to Quantum Computing – OTC: QUBT

Stock Information

Listing OTCQB

Symbol QUBT

52-Week Stock Range $1.68 - $7.50

Average Daily Volume (30 Day) 39,066

Financial Highlights

*Numbers as of 2/26/2020 and will not be updated regularly by Quantum Computing Inc.

1 Year Chart

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Management Team

Robert Liscouski President & CEO

Chris Roberts CFO

Michael Booth CTO

Steve Reinhardt VP, Product Development

Mark Wainger Director, App Development

Advisory Team

Yury Geyman Former Managing Director at Blackrock (Portfolio Management, Office of Fixed Income CIO).

Richard Schaeffer, Jr. Former Senior Executive at the National Security Agency (NSA).

Dr. Faisal Shah Khan Principal Investigator at the Center on Cyber-physical Systems, Khalifa University. Ph.D. Mathematical Sciences

Dr. Michael Liebman Professor Pharmacology and Physiology, Drexel College of Medicine, Consultant to Pharma Industry

Dr. Marco Lanzagorta Research Physicist at Naval Research Laboratory. Ph.D. in Physics from Oxford University

Dr. Nick Chancellor

Ph.D. Physics; research interests are quantum annealing, hybrid quantum classical computing, and applied algorithms for quantum computing. Research and Teaching Fellow in the Department of Physics at Durham University

Board of Directors

Robert Liscouski Chairman

Chris Roberts Director

Bertrand Velge Director

Justin Schreiber Director

We have assembled a world-class team of subject matter experts with over a century of experience in quantum

computing, pharma, fintech and security.

Management | Board | Advisors

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Robert Liscouski | President & [email protected]

Chris Roberts | [email protected]