Metaverse/Digital Twin in Energy Industry Market

Global Metaverse/Digital Twin in Energy Industry Market Size, Trends & Analysis - Forecasts to 2027 By Technology (Artificial Intelligence & Machine Learning, AR & VR, Cloud Computing, and Simulation), By Application (Designing, Inspection, Testing, Validation, and Live Coaching Application), By Type of Digital Twin Platform (Training Platforms, Testing Platforms, Simulation Platforms, Economic Forecasters, Performance Analysis, Project Planner, and Others), By End-User (Solar Energy, Nuclear Energy, Oil & Gas, and Others), By Region (North America, Asia Pacific, CSA, Europe, and the Middle East and Africa), Company Market Share Analysis, and Competitor Analysis

Category Trending Technology
Format
  • ms word
  • ms excel
  • ms ppt
  • pdf
This report was recently updated on December 16 2024 with the latest and most recent market numbers

Metaverse/Digital Twin in Energy Industry Market Size

The Global Metaverse/Digital Twin in Energy Industry Market is projected to grow at a CAGR value of 32.5% from 2022 to 2027.

A digital twin is defined as a virtual presentation or mimic of any physical object, which could be a technology, product, process, and service that works as a real-time digital counterpart of that physical object.

Metaverse for other industries such as apparel, retail, marketing, social media, and entertainment, among others, is defined differently than Metaverse for construction, manufacturing, and energy industry. The Metaverse vision for other sectors is purely digital. There is no physical counterpart, so there is nothing to mimic or make a twin platform. Moreover, it is easier and faster to make the Metaverse platform because there is no need to connect with a system or device. Metaverse for these industries includes immersive environment (more than 1 or 2 setups), avatars or stickers, songs, music, video games, etc. Many vendors come together to work on a Metaverse platform for these industries.

However, Metaverse for the construction, manufacturing, and energy industry can also be called a digital twin, which will help users understand a physical object's functioning and working in a similar but virtual environment. Some advantages of having a digital twin platform for the energy industry include improved asset performance, increased profitability and efficiency, extended operating lifetimes, and compliance with environmental requirements.

However, Metaverse or digital twin platform requires the expertise of a developer and the basic plan of the machines, system, product, or technology (physical world) of the energy or construction, or manufacturing companies. 

The requirements for building a digital twin platform for the energy industry are different than building a Metaverse platform for any other industry.

The energy industry is adapting the use of virtual reality headsets to design, inspect, test, and validate their new industrial equipment or reactors.

Because the platform's development requires the basic plan of any instrument or system of energy companies, the market has been facing hindrances and restrictions. The issue of production plan security and licensing product violations arises in the picture.

However, factors like increasing demand for gauging the system/reactor's performance, assessing the operating shelf-life of the system, and the rising need for creating a stable and viable environment while dealing with nuclear reactors are some of the prime reasons for the Metaverse technology to enter the energy industry.

The COVID-19 pandemic has been responsible for restrictions and lockdowns. Rising demand for digital twin platforms in the nuclear energy and solar energy sector due to the sudden onset of the COVID-19 pandemic, the rapidly changing phase of the changing face of downstream process and maintenance amid lockdowns, and the growing adoption of digital twin solutions to cope up with lack of workforce are some of the reasons for the market to increase.

global metaverse/digital twin in energy industry market

Metaverse/Digital Twin in Energy Industry Market: By Technology

Based on technology, the Metaverse/digital twin in the energy industry market is segmented into artificial intelligence & machine learning, AR & VR, cloud computing, and simulation.

The artificial intelligence & machine learning segment is expected to hold the largest share of the market during the forecast period. The rising need to understand the working principle of complicated nuclear reactors and systems in the virtual world and the increasing demand for a threat-free safe working physical live environment for energy companies workers will propel this segment's growth.

Metaverse/Digital Twin in Energy Industry Market: By Application

Based on the application, the Metaverse/digital twin in the energy industry market is segmented into designing, inspection, testing, validation, and live coaching application.

The live coaching application will be the fastest-growing segment in the market during the forecast period. The rising demand for training employees to handle complicated nuclear reactors, systems, and machinery, with a real-time virtual experience is one of the prime factors supporting the growth of this segment.

Metaverse/Digital Twin in Energy Industry Market: By Type of Digital Twin Platform

Based on the type of digital twin platform, the Metaverse/digital twin in the energy industry market is segmented into training platforms, testing platforms, simulation platforms, economic forecasters, performance analysis, project planners, and others.

The simulation platforms segment is expected to hold the largest share of the market during the forecast period. Simulation platform offers insights that help energy companies drive their products, systems, devices more efficiently. The platform also provides an opportunity to optimize operations and costs.

Metaverse/Digital Twin in Energy Industry Market: By End-User

Based on the end-user, the Metaverse/digital twin in the energy industry market is segmented into solar energy, nuclear energy, oil & gas, and others. The nuclear energy segment is expected to hold the largest share of the market during the forecast period. The rising number of funding projects and increasing support from governments across the globe to support the development of digital twin platforms for the smooth function of reactors and systems is one of the major factors driving the market's growth.

asia pacific metaverse/digital twin in energy industry market

Metaverse/Digital Twin in Energy Industry Market: By Region

Based on region, the Metaverse/digital twin in the energy industry market can be segmented into North America (the United States, Canada, and Mexico), Asia Pacific (India, China, Japan, Malaysia, Singapore, and the Rest of Asia Pacific), Europe (Germany, United Kingdom, Italy, France, Spain, Netherlands, and Rest of Europe), Middle East & Africa (Saudi Arabia, United Arab Emirates, and Rest of the Middle East & Africa) and Central & South America (Brazil, Argentina, and Rest of Central and South America).

The North America (the United States, Canada, and Mexico) region is expected to be the dominant force in the market during the forecast period. The development of digital twin platforms and software and the cloud-based deployment of systems and machines in the manufacturing/energy industries has improved the U.S production lines and downstream operations. The high adoption rate has played a significant role in boosting the growth of the North American market.

The Asia Pacific (India, China, Japan, Malaysia, Singapore, and the Rest of Asia Pacific) region is expected to become the fastest-growing segment during the forecast period. The rising population and energy need, growing per capita income with large-scale industrialization, and urbanization will drive the APAC market.

Metaverse/Digital Twin in Energy Industry Market Share and Competitor Analysis

Microsoft, UrsaLeo, Visualiz, Pratiti Technologies, QIO Technologies, PETRA Data Science, Ansys, General Electric, Curtiss-Wright Corporation, and Siemens are the key players in the Metaverse/digital twin in the energy industry market.

Please note: This is not an exhaustive list of companies profiled in the report.

Chapter 1   Methodology

1.1    Market Scope & Definitions

1.2    Estimates & Forecast Calculation

1.3    Historical Data Overview and Validation

1.4    Data Sources

1.4.1    Secondary

1.4.2    Primary

Chapter 2   Report Outlook

2.1    Global Metaverse OR Digital Twin in Energy Industry Industry Overview, 2021-2026

2.1.1    Industry Overview

2.1.2    Type of Digital Twin Platform Overview

2.1.3    Technology Overview

2.1.4    End-User Overview

2.1.5    Application Overview

2.1.6    Regional Overview

Chapter 3   Global Metaverse OR Digital Twin in Energy Industry Market Trends

3.1    Market Segmentation

3.2    Industry Background, 2016-2026

3.3    Market Key Trends

3.3.1    Positive Trends

3.3.1.1    Increasing demand for gauging the system/reactor's performance

3.3.2    Industry Challenges

3.3.2.1    Lack of adequate infrastructure and automated industrial systems in developing nations

3.4    Prospective Growth Scenario

3.4.1    Type of Digital Twin Platform Growth Scenario

3.4.2    Technology Growth Scenario

3.4.3    End-User Growth Scenario

3.4.4    Application Growth Scenario

3.5    COVID-19 Influence over Industry Growth

3.6    Porter’s Analysis

3.7    PESTEL Analysis

3.8    Value Chain & Supply Chain Analysis

3.9    Regulatory Framework

3.9.1    North America

3.9.2    Europe

3.9.3    APAC

3.9.4    LATAM

3.9.5    MEA

3.10    Application Overview

3.11    Market Share Analysis, 2021

3.11.1    Company Positioning Overview, 2021

Chapter 4   Global Metaverse OR Digital Twin in Energy Industry Market, By Type of Digital Twin Platform

4.1    Type of Digital Twin Platform Outlook

4.2    Training Platforms

4.2.1    Market Size, By Region, 2020-2027 (USD Billion)

4.3    Testing Platforms

4.3.1    Market Size, By Region, 2020-2027 (USD Billion)

4.4    Simulation Platforms

4.4.1    Market Size, By Region, 2020-2027 (USD Billion)

4.5    Economic Forecasters

4.5.1    Market Size, By Region, 2020-2027 (USD Billion)

4.6    Performance Analysis

4.6.1    Market Size, By Region, 2020-2027 (USD Billion)

4.7    Project Planner

4.7.1    Market Size, By Region, 2020-2027 (USD Billion)

4.8    Others

4.8.1    Market Size, By Region, 2020-2027 (USD Billion)

Chapter 5   Global Metaverse OR Digital Twin in Energy Industry Market, By End-User

5.1    End-User Outlook

5.2    Solar Energy

5.2.1    Market Size, By Region, 2020-2027 (USD Billion)

5.3    Nuclear Energy

5.3.1    Market Size, By Region, 2020-2027 (USD Billion)

5.4    Oil & Gas

5.4.1    Market Size, By Region, 2020-2027 (USD Billion)

5.5    Others

5.5.1    Market Size, By Region, 2020-2027 (USD Billion)

Chapter 6   Global Metaverse OR Digital Twin in Energy Industry Market, By Technology

6.1    Artificial Intelligence & Machine Learning

6.1.1    Market Size, By Region, 2020-2027 (USD Billion)

6.2    AR & VR

6.2.1    Market Size, By Region, 2020-2027 (USD Billion)

6.2   Simulation

6.2.1    Market Size, By Region, 2020-2027 (USD Billion)

6.2    Cloud Computing

6.2.1    Market Size, By Region, 2020-2027 (USD Billion)

Chapter 7   Global Metaverse OR Digital Twin in Energy Industry Market, By Application

7.1    Designing

7.1.1    Market Size, By Region, 2020-2027 (USD Billion)

7.2    Inspection

7.2.1    Market Size, By Region, 2020-2027 (USD Billion)

7.3   Testing

7.3.1    Market Size, By Region, 2020-2027 (USD Billion)

7.4    Validation

7.4.1    Market Size, By Region, 2020-2027 (USD Billion)

7.5    Live Coaching Application

7.5.1    Market Size, By Region, 2020-2027 (USD Billion)

Chapter 8   Global Metaverse OR Digital Twin in Energy Industry Market, By Region

8.1    Regional outlook

8.2    North America

8.2.1    Market Size, By Country 2020-2027 (USD Billion)

8.2.2    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.2.3    Market Size, By Technology, 2020-2027 (USD Billion)

8.2.4    Market Size, By End-User, 2020-2027 (USD Billion)

8.2.5    Market Size, By Application, 2020-2027 (USD Billion)

8.2.6    U.S.

8.2.6.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.2.4.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.2.4.3    Market Size, By End-User, 2020-2027 (USD Billion)

Market Size, By Application, 2020-2027 (USD Billion)

8.2.7    Canada

8.2.7.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.2.7.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.2.7.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.2.7.4    Market Size, By Application, 2020-2027 (USD Billion)

8.3    Europe

8.3.1    Market Size, By Country 2020-2027 (USD Billion)

8.3.2    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.3.3    Market Size, By Technology, 2020-2027 (USD Billion)

8.3.4    Market Size, By End-User, 2020-2027 (USD Billion)

8.3.5    Market Size, By Application, 2020-2027 (USD Billion)

8.3.6    Germany

8.3.6.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.3.6.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.3.6.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.3.6.4    Market Size, By Application, 2020-2027 (USD Billion)

8.3.7    UK

8.3.7.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.3.7.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.3.7.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.3.7.4    Market Size, By Application, 2020-2027 (USD Billion)

8.3.8    France

8.3.8.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.3.8.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.3.8.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.3.8.4    Market Size, By Application, 2020-2027 (USD Billion)

8.3.9    Italy

8.3.9.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.3.9.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.3.9.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.3.9.4    Market Size, By Application, 2020-2027 (USD Billion)

8.3.10    Spain

8.3.10.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.3.10.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.3.10.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.3.10.4    Market Size, By Application, 2020-2027 (USD Billion)

8.3.11    Russia

8.3.11.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.3.11.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.3.11.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.3.11.4    Market Size, By Application, 2020-2027 (USD Billion)

8.4    Asia Pacific

8.4.1    Market Size, By Country 2020-2027 (USD Billion)

8.4.2    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.4.3    Market Size, By Technology, 2020-2027 (USD Billion)

8.4.4    Market Size, By End-User, 2020-2027 (USD Billion)

8.4.5   Market Size, By Application, 2020-2027 (USD Billion)

8.4.6    China

8.4.6.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.4.6.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.4.6.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.4.6.4    Market Size, By Application, 2020-2027 (USD Billion)

8.4.7    India

8.4.7.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.4.7.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.4.7.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.4.7.4    Market Size, By Application, 2020-2027 (USD Billion)

8.4.8    Japan

8.4.8.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.4.8.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.4.8.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.4.8.4    Market Size, By Application, 2020-2027 (USD Billion)

8.4.9    Australia

8.4.9.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.4.9.2    Market size, By Technology, 2020-2027 (USD Billion)

8.4.9.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.4.9.4    Market Size, By Application, 2020-2027 (USD Billion)

8.4.10    South Korea

8.4.10.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.4.10.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.4.10.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.4.10.4    Market Size, By Application, 2020-2027 (USD Billion)

8.5    Latin America

8.5.1    Market Size, By Country 2020-2027 (USD Billion)

8.5.2    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.5.3    Market Size, By Technology, 2020-2027 (USD Billion)

8.5.4   Market Size, By End-User, 2020-2027 (USD Billion)

8.5.5   Market Size, By Application, 2020-2027 (USD Billion)

8.5.6    Brazil

8.5.6.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.5.6.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.5.6.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.5.6.4    Market Size, By Application, 2020-2027 (USD Billion)

8.5.7    Mexico

8.5.7.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.5.7.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.5.7.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.5.7.4    Market Size, By Application, 2020-2027 (USD Billion)

8.5.8    Argentina

8.5.8.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.5.8.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.5.8.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.5.8.4    Market Size, By Application, 2020-2027 (USD Billion)

8.6    MEA

8.6.1    Market Size, By Country 2020-2027 (USD Billion)

8.6.2    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.6.3    Market Size, By Technology, 2020-2027 (USD Billion)

8.6.4    Market Size, By End-User, 2020-2027 (USD Billion)

8.6.5    Market Size, By Application, 2020-2027 (USD Billion)

8.6.6    Saudi Arabia

8.6.6.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.6.6.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.6.6.3   Market Size, By End-User, 2020-2027 (USD Billion)

8.6.6.4   Market Size, By Application, 2020-2027 (USD Billion)

8.6.7    UAE

8.6.7.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.6.7.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.6.7.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.6.7.4    Market Size, By Application, 2020-2027 (USD Billion)

8.6.8    South Africa

8.6.8.1    Market Size, By Type of Digital Twin Platform, 2020-2027 (USD Billion)

8.6.8.2    Market Size, By Technology, 2020-2027 (USD Billion)

8.6.8.3    Market Size, By End-User, 2020-2027 (USD Billion)

8.6.8.4    Market Size, By Application, 2020-2027 (USD Billion)

Chapter 9   Company Landscape

9.1    Competitive Analysis, 2020

9.2    Microsoft Metaverse

9.2.1    Company Overview

9.2.2    Financial Analysis

9.2.3    Strategic Positioning

9.2.4    Info Graphic Analysis

9.3    UrsaLeo

9.3.1    Company Overview

9.3.2    Financial Analysis

9.3.3    Strategic Positioning

9.3.4    Info Graphic Analysis

9.4    Visualiz

9.4.1    Company Overview

9.4.2    Financial Analysis

9.4.3    Strategic Positioning

9.4.4    Info Graphic Analysis

9.5    Pratiti Technologies

9.5.1    Company Overview

9.5.2    Financial Analysis

9.5.3    Strategic Positioning

9.5.4    Info Graphic Analysis

9.6    QIO Technologies

9.6.1    Company Overview

9.6.2    Financial Analysis

9.6.3    Strategic Positioning

9.6.4    Info Graphic Analysis

9.7    PETRA Data Science

9.7.1    Company Overview

9.7.2    Financial Analysis

9.7.3    Strategic Positioning

9.7.4    Info Graphic Analysis

9.8    Ansys

9.8.1    Company Overview

9.8.2    Financial Analysis

9.8.3    Strategic Positioning

9.8.4    Info Graphic Analysis

9.9    General Electric

9.9.1    Company Overview

9.9.2    Financial Analysis

9.9.3    Strategic Positioning

9.9.4    Info Graphic Analysis

9.10    Curtiss-Wright Corporation

9.10.1    Company Overview

9.10.2    Financial Analysis

9.10.3    Strategic Positioning

9.10.4    Info Graphic Analysis

9.11    Siemens

9.11.1    Company Overview

9.11.2    Financial Analysis

9.11.3    Strategic Positioning

9.11.4    Info Graphic Analysis

The Global Metaverse/Digital Twin in Energy Industry Market has been studied from the year 2019 till 2027. However, the CAGR provided in the report is from the year 2022 to 2027. The research methodology involved three stages: Desk research, Primary research, and Analysis & Output from the entire research process.

The desk research involved a robust background study which meant referring to paid and unpaid databases to understand the market dynamics; mapping contracts from press releases; identifying the key players in the market, studying their product portfolio, competition level, annual reports/SEC filings & investor presentations; and learning the demand and supply-side analysis for the Metaverse/Digital Twin in Energy Industry Market.

The primary research activity included telephonic conversations with more than 50 tier 1 industry consultants, distributors, and end-use product manufacturers.

Finally, based on the above thorough research process, an in-depth analysis was carried out considering the following aspects: market attractiveness, current & future market trends, market share analysis, SWOT analysis of the company and customer analytics.

We value your investment and offer free customization with every report to fulfil your exact research needs.
This website is secure and your personal details are safe. Privacy
You can also purchase parts of this report. Do you want to check out a section wise price list?

Frequently Asked Questions

The global Metaverse/digital twin in the energy industry market size is projected to grow at a CAGR value of 32.5% from 2022 and 2027.
Key and innovative vendors in the Metaverse/digital twin in the energy industry market include Microsoft Metaverse, UrsaLeo Gemini Platform, Visualizs Platform, Pratiti Technologies, QIO Technologies, PETRA Data Science, Ansys, General Electric, Curtiss-Wright Corporation, and Siemens, among others.
The North American region is estimated to hold the largest share of the Metaverse/digital twin in the energy industry market.
The COVID-19 pandemic has been responsible for restrictions and lockdowns. Rising demand for digital twin platforms in the nuclear energy and solar energy sector due to the sudden onset of the COVID-19 pandemic, the rapidly changing phase of the changing face of downstream process and maintenance amid lockdowns, and the growing adoption of digital twin solutions to cope up with lack of workforce are some of the reasons for the market to increase.
Factors like increasing demand for gauging the system/reactors performance, assessing the operating shelf-life of the system, and the rising need for creating a stable and viable environment while dealing with nuclear reactors are some of the prime reasons for the Metaverse technology to enter the energy industry.

Tailor made solutions just for you

80% of our clients seek made-to-order reports. How do you want us to tailor yours?

OUR CLIENTS

  • Client of Global Market Estimates - Fedex
  • Client of Global Market Estimates - Samsung
  • Client of Global Market Estimates - Siemens
  • Client of Global Market Estimates - Lonza
  • Client of Global Market Estimates - DuPont
  • Client of Global Market Estimates - Medtronic
  • Client of Global Market Estimates - Toray
  • Client of Global Market Estimates - Signify
  • Client of Global Market Estimates - Teledyne
  • Client of Global Market Estimates - Trelleborg
  • Client of Global Market Estimates - Kikkoman Biochemifa
  • Client of Global Market Estimates - Leoni
  • Client of Global Market Estimates - Molnlycke
  • Client of Global Market Estimates - Spirent
  • Client of Global Market Estimates - Tokyo Electron Limited
  • Client of Global Market Estimates - Aranca
  • Client of Global Market Estimates - Asahi Kasei
  • Client of Global Market Estimates - Chimai
  • Client of Global Market Estimates - Grapsud
  • Client of Global Market Estimates - Horiba
  • Client of Global Market Estimates - Indorama
  • Client of Global Market Estimates - L&T
  • Client of Global Market Estimates - Integralife
  • Client of Global Market Estimates - Synamedia
  • Client of Global Market Estimates - Sorrento Therapeutics
  • Client of Global Market Estimates - Solenis
  • Client of Global Market Estimates - Sartorius