Infrastructure as Code (IaC) Market by Tool (Configuration Orchestration, Configuration Management), Service, Type (Declarative & Imperative), Infrastructure Type (Mutable & Immutable), Deployment Mode, Vertical and Region - Global Forecast to 2027

Infrastructure as Code (IaC) Market by Tool (Configuration Orchestration, Configuration Management), Service, Type (Declarative & Imperative), Infrastructure Type (Mutable & Immutable), Deployment Mode, Vertical and Region - Global Forecast to 2027

The infrastructure as code market size to grow from USD 0.8 billion in 2022 to USD 2.3 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 24.0% during the forecast period. IaC technologies can assist in releasing system administrators from laboring over manual procedures and allowing application developers to concentrate on what they do effectively by optimizing and refactoring infrastructure builds.

Programs, configuration data, and automation devices are used in the infrastructure as code (IaC) deployment and management approach. This method may be used to cloud services as well as to hardware including web servers, routers, databases, load balancers, and personal PCs. It is distinct from conventional infrastructure management, which depends on mechanical or interactive device configuration. IaC refers to a high-level build connections rather than a particular method, device, or protocol. Utilizing approaches for automated testing and quality control, Infrastructure as Code makes use of the software development process. Instead of manually altering the infrastructure, modifications to the configuration are accomplished by altering the program.

The major market players such as include IBM, Microsoft, AWS, Hashicorp Terraform, Google, HPE and Broadcom have adopted numerous growth strategies, which include acquisitions, new product launches, product enhancements, and business expansions, to enhance their market shares.

Based on Component, tool segment to register for the largest market size during the forecast period

Based on Component, the infrastructure as code market is segmented into tools and services. The market size of the tools segment is estimated to be the largest during the forecast period. Infrastructure as code (IaC) is the process of managing and provisioning computer data centers through machine-readable definition files rather than physical hardware configuration or interactive configuration tools. Many tools fulfill infrastructure automation capabilities and use IaC. The framework or tool that performs changes or configures infrastructure declaratively or imperatively based on a programmatic approach can be considered under IaC. Traditionally, server (lifecycle) automation and configuration management tools were used to accomplish IaC. Now, enterprises are also using continuous configuration automation tools or stand-alone IaC frameworks, such as Microsoft’s PowerShell DSC or AWS CloudFormation.

The Imperative segment to account for the highest CAGR during the forecast period

Based on type, the infrastructure as code market is segmented into declarative and imperative. The imperative segment is expected grow at a higher CAGR during the forecast period. The imperative solution helps to prepare automation scripts that provide the client’s infrastructure one specific step at a time. While this can be more work to manage as it gets scaled, it can be easier for existing administrative staff to understand and leverage configuration scripts that already exist. With an imperative approach, a developer writes a code specifying the computer's steps to accomplish the goal. This is referred to as algorithmic programming. In contrast, a functional approach involves composing the problem as a set of functions to be executed.

Asia Pacific to hold highest CAGR during the forecast period

The Asia Pacific infrastructure as code market is expected to grow at the highest CAGR of 27.5% from 2022 to 2027, due to growing industrialization in this region. In this region, the adoption of new and emerging technologies has gained momentum in recent years. Public cloud is gaining huge adoption due to its low costs, on-demand availability, and improved security. The availability of skilled labor and the keen focus of SMEs and large enterprises to enter and grow in this region are a few factors driving the adoption of the IaC market. Asia Pacific is expected to witness significant growth during the forecast period. The region has always been cautious about investment plans in terms of funding. Major players, such as Microsoft, AWS, Google, and IBM, are expanding their cloud and IaC rapidly in this region due to the increasing number of customers and growing economic outlook. The increasing adoption of emerging technologies, such as big data, IoT, and analytics, is expected to drive the growth of the IaC market in Asia Pacific region.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the infrastructure as code market.

By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%

By Designation: C-Level Executives: 35%, D-Level Executives: 25%, and Managers: 40%

By Region: APAC: 25%, Europe: 30%, North America: 30%, MEA: 10%, Latin America: 5%

The report includes the study of key players offering infrastructure as code. It profiles major vendors in the infrastructure as code market. The major players in the infrastructure as code market include IBM (US), Microsoft (US), AWS (US), Oracle (US), Hashicorp Terraform (US), Google (US), Alibaba Group (China), Dell (US), Rackspace Technology (US), HPE (US), ServiceNow (US), Broadcom (US), Pulumi (US), Puppet (US), Progress Software (US), NetApp (UK), Northern.tech (US), Canonical (UK), Alpacked (Ukraine), Jenkins (US), Gitlab (US), Github (US), Crossplane (US), and Docker (US).

Research Coverage

The market study covers the infrastructure as code market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, type, infrastructure type, deployment mode, organization size, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall infrastructure as code market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
    • STUDY SCOPE
      • MARKETS COVERED
      • GEOGRAPHIC SCOPE
      • INCLUSIONS AND EXCLUSIONS
    • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATES, 2019–2021
    • STAKEHOLDERS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET BREAKUP AND DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
      • BOTTOM-UP APPROACH
      • TOP-DOWN APPROACH
      • INFRASTRUCTURE AS CODE MARKET ESTIMATION: DEMAND-SIDE ANALYSIS
    • RESEARCH ASSUMPTIONS
      • RESEARCH ASSUMPTIONS
    • RISK ASSESSMENT
      • Table RISK ASSESSMENT: INFRASTRUCTURE AS CODE MARKET
    • LIMITATIONS OF THE STUDY
  • EXECUTIVE SUMMARY
    • Table INFRASTRUCTURE AS CODE MARKET AND GROWTH RATE, 2016–2021 (USD MILLION, Y-O-Y%)
    • Table INFRASTRUCTURE AS CODE MARKET AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y%)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN INFRASTRUCTURE AS CODE MARKET
    • NORTH AMERICA: INFRASTRUCTURE AS CODE, BY COMPONENT AND VERTICAL, 2022
    • INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
        • Table CUMULATIVE GROWTH ANALYSIS
    • EVOLUTION
    • IAC MARKET ECOSYSTEM
      • Table IAC MARKET ECOSYSTEM
    • CASE STUDY ANALYSIS
      • RETAIL
      • IT/ITES
      • HEALTHCARE
      • BFSI
      • MANUFACTURING
      • TELECOM
      • GOVERNMENT
    • TECHNOLOGY ANALYSIS
      • IAC AND ML
      • IAC AND DATA SCIENCE
    • SUPPLY CHAIN/VALUE CHAIN ANALYSIS
    • PORTER’S FIVE FORCES ANALYSIS
      • Table IAC MARKET: PORTER’S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • PRICING MODEL ANALYSIS
    • PATENT ANALYSIS
      • METHODOLOGY
      • DOCUMENT TYPE
        • Table PATENTS FILED, 2018-2021
      • INNOVATION AND PATENT APPLICATIONS
        • Table TOP TEN PATENT OWNERS (US) IN INFRASTRUCTURE AS CODE MARKET, 2018–2021
    • KEY CONFERENCES AND EVENTS, 2022–2023
      • Table IAC MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
    • TARIFF AND REGULATORY LANDSCAPE
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table MIDDLE EAST AND AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • NORTH AMERICA: REGULATIONS
      • EUROPE: TARIFFS AND REGULATIONS
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE VERTICALS (%)
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • INFRASTRUCTURE AS CODE MARKET, BY COMPONENT
    • INTRODUCTION
      • COMPONENTS: INFRASTRUCTURE AS CODE MARKET DRIVERS
        • Table INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
        • Table INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
    • TOOLS
      • Table TOOLS: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
      • Table TOOLS: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
      • CONFIGURATION ORCHESTRATION
        • Table CONFIGURATION ORCHESTRATION: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021(USD MILLION)
        • Table CONFIGURATION ORCHESTRATION: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
      • CONFIGURATION MANAGEMENT
        • Table CONFIGURATION MANAGEMENT: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table CONFIGURATION MANAGEMENT: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027(USD MILLION)
      • INFRASTRUCTURE PROVISIONING
        • Table INFRASTRUCTURE PROVISIONING: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table INFRASTRUCTURE PROVISIONING: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
      • APPLICATION DEVELOPMENT
        • Table APPLICATION DEVELOPMENT: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table APPLICATION DEVELOPMENT: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • SERVICES
      • Table INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2016–2021 (USD MILLION)
      • Table INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2022–2027 (USD MILLION)
      • Table SERVICES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
      • Table SERVICES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
      • CONSULTING SERVICES
        • Table CONSULTING SERVICES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table CONSULTING SERVICES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
      • INTEGRATION AND DEPLOYMENT
        • Table INTEGRATION AND DEPLOYMENT: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table INTEGRATION AND DEPLOYMENT: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
      • TRAINING, SUPPORT, AND MAINTENANCE
        • Table TRAINING, SUPPORT, AND MAINTENANCE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table TRAINING, SUPPORT, AND MAINTENANCE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
  • INFRASTRUCTURE AS CODE, BY TYPE
    • INTRODUCTION
      • TYPE: INFRASTRUCTURE AS CODE MARKET DRIVERS
        • Table INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2016–2021 (USD MILLION)
        • Table INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2022–2027 (USD MILLION)
    • DECLARATIVE
      • ELIMINATION OF CONFIGURATION DRIFT AND IMPROVED INFRASTRUCTURAL CONSISTENCY
        • Table DECLARATIVE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table DECLARATIVE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • IMPERATIVE
      • LOW-SPEED DEPLOYMENT AND REDUCED COST TO DRIVE GROWTH OF IMPERATIVE TYPE
        • Table IMPERATIVE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table IMPERATIVE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
  • INFRASTRUCTURE AS CODE, BY INFRASTRUCTURE TYPE
    • INTRODUCTION
      • INFRASTRUCTURE TYPE: INFRASTRUCTURE AS CODE MARKET DRIVERS
        • Table INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2016–2021 (USD MILLION)
        • Table INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2022–2027 (USD MILLION)
    • MUTABLE
      • FLEXIBILITY OF MODIFICATIONS AFTER PROVISIONING
        • Table MUTABLE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table MUTABLE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • IMMUTABLE
      • LOW IT COMPLEXITY AND FAILURES, IMPROVED SECURITY, AND EASIER TROUBLESHOOTING BENEFITS DRIVING GROWTH
        • Table IMMUTABLE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table IMMUTABLE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
  • INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE
    • INTRODUCTION
      • ORGANIZATION SIZE: PLATFORM AS A SERVICE MARKET DRIVERS
        • Table INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
        • Table INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
    • SMALL AND MEDIUM-SIZED ENTERPRISES
      • GROWING NEED FOR BUILDING AND MANAGING DYNAMIC INFRASTRUCTURE
        • Table SMALL AND MEDIUM-SIZED ENTERPRISES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table SMALL AND MEDIUM-SIZED ENTERPRISES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • LARGE ENTERPRISES
      • ADVENT OF NEW APPLICATION AREAS AND CLOUD ADOPTION
        • Table LARGE ENTERPRISES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table LARGE ENTERPRISES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
  • INFRASTRUCTURE AS CODE, BY DEPLOYMENT MODE
    • INTRODUCTION
      • DEPLOYMENT MODE: INFRASTRUCTURE AS CODE MARKET DRIVERS
        • Table INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
        • Table INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
    • ON-PREMISES
      • ON-PREMISES DEPLOYMENT EXPECTED TO EXHIBIT SLOWER GROWTH
        • Table ON-PREMISES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table ON-PREMISES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • CLOUD
      • LOW COST AND EASE OF IMPLEMENTATION EXPECTED TO MAKE CLOUD HIGHLY PREFERRED DELIVERY MODEL
        • Table CLOUD: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table CLOUD: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
  • INFRASTRUCTURE AS CODE MARKET, BY VERTICAL
    • INTRODUCTION
      • Table INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
      • Table INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
      • VERTICAL: INFRASTRUCTURE AS CODE MARKET DRIVERS
    • BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI)
      • BANKS INVESTING IN CLOUD MANAGEMENT SOLUTIONS TO INCREASE AGILITY AND IMPROVE COST-EFFICIENCY
        • Table BFSI: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table BFSI: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • IT AND ITES
      • LARGE-SCALE ADOPTION OF DIGITAL TRANSFORMATION BOOSTING IT AND ITES INDUSTRY
        • Table IT AND ITES: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table IT AND ITES: INFRASTRUCTURE AS CODE PLATFORM MARKET, BY REGION, 2022–2027 (USD MILLION)
    • GOVERNMENT
      • IAC HELPING GOVERNMENTS IN MEETING COMPLIANCE
        • Table GOVERNMENT: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table GOVERNMENT: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • MANUFACTURING
      • NEED TO HAVE EFFICIENT OPERATIONS
        • Table MANUFACTURING: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table MANUFACTURING: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • TELECOM
      • LARGE-SCALE GROWTH IN MOBILE SUBSCRIBERS AND DATA PENETRATION SERVICES
        • Table TELECOM: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table TELECOM: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • RETAIL
      • GROWING ADOPTION OF CLOUD-BASED SOLUTIONS GENERATING DEMAND FOR IAC
        • Table RETAIL: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table RETAIL: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • HEALTHCARE
      • REAL-TIME SOLUTIONS HAVE BECOME INTEGRAL PART OF HEALTHCARE LANDSCAPE
        • Table HEALTHCARE AND LIFE SCIENCES: INTEGRATED CLOUD MANAGEMENT PLATFORM MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table HEALTHCARE: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • TRANSPORTATION AND LOGISTICS
      • IAC SOLUTIONS FACILITATING TRANSPORTATION AND LOGISTICS
        • Table TRANSPORTATION AND LOGISTICS: INTEGRATED CLOUD MANAGEMENT PLATFORM MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table TRANSPORTATION AND LOGISTICS: INFRASTRUCTURE AS CODE PLATFORM MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
    • OTHER VERTICALS
      • ADOPTION OF ADVANCED TECHNOLOGIES FOR BETTER INTERACTIVE TEACHING AND TRAINING PRACTICES
        • Table OTHER VERTICALS: INTEGRATED CLOUD MANAGEMENT PLATFORM MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table OTHER VERTICALS: INFRASTRUCTURE AS CODE PLATFORM MARKET, BY REGION, 2022–2027 (USD MILLION)
  • INFRASTRUCTURE AS CODE MARKET, BY REGION
    • INTRODUCTION
      • REGION: NETWORK AS A SERVICE MARKET DRIVERS
        • Table INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET DRIVERS
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2016–2021 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2022–2027 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2016–2021 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2022–2027 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2016–2021 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2022–2027 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2016–2021 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2022–2027 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
        • Table NORTH AMERICA: INFRASTRUCTURE AS CODE MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
      • US
      • CANADA
    • EUROPE
      • EUROPE: INFRASTRUCTURE AS CODE MARKET DRIVERS
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2016–2021 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2022–2027 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2016–2021 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2022–2027 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2016–2021 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2022–2027 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2016–2021 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2022–2027 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
        • Table EUROPE: INFRASTRUCTURE AS CODE MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
      • UK
      • GERMANY
      • FRANCE
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET DRIVERS
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2016–2021 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2022–2027 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2016–2021 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2022–2027 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2016–2021 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2022–2027 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2016–2021 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2022–2027 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY COUNTRY/REGION, 2016–2021 (USD MILLION)
        • Table ASIA PACIFIC: INFRASTRUCTURE AS CODE MARKET, BY COUNTRY/REGION, 2022–2027 (USD MILLION)
      • CHINA
      • JAPAN
      • AUSTRALIA AND NEW ZEALAND
      • REST OF ASIA PACIFIC
    • MIDDLE EAST AND AFRICA (MEA)
      • MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET DRIVERS
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2016–2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2022–2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2016–2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2022–2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2016–2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2022–2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2016–2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2022–2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2016–2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: INFRASTRUCTURE AS CODE MARKET, BY REGION, 2022–2027 (USD MILLION)
      • MIDDLE EAST
      • MIDDLE EAST
      • AFRICA
    • LATIN AMERICA
      • LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET DRIVERS
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2016–2021 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY TOOL, 2022–2027 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2016–2021 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY SERVICE, 2022–2027 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2016–2021 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY TYPE, 2022–2027 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2016–2021 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY INFRASTRUCTURE TYPE, 2022–2027 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
        • Table LATIN AMERICA: INFRASTRUCTURE AS CODE MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
      • BRAZIL
      • MEXICO
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES
      • Table OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN IAC MARKET
    • REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table IAC MARKET: DEGREE OF COMPETITION
    • COMPANY EVALUATION QUADRANT
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
    • STARTUP/SME EVALUATION MATRIX
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
    • COMPETITIVE BENCHMARKING
      • Table IAC MARKET: DETAILED LIST OF KEY STARTUPS/SMES
      • Table IAC MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS [STARTUPS/SMES]
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES
        • Table PRODUCT LAUNCHES, 2021–2022
      • DEALS
        • Table DEALS, 2021–2022
  • COMPANY PROFILES
    • INTRODUCTION
    • KEY PLAYERS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: SOLUTIONS OFFERED
        • Table MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table MICROSOFT: DEALS
      • BROADCOM
        • Table BROADCOM: BUSINESS OVERVIEW
        • Table BROADCOM: SOLUTIONS OFFERED
        • Table BROADCOM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table BROADCOM: DEALS
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
        • Table GOOGLE: SOLUTIONS OFFERED
        • Table GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table GOOGLE: DEALS
      • AWS
        • Table AWS: BUSINESS OVERVIEW
        • Table AWS: SOLUTIONS OFFERED
        • Table AWS: PRODUCT LAUNCHES
        • Table AWS: DEALS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: SOLUTIONS OFFERED
        • Table ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ORACLE: DEALS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: SOLUTIONS OFFERED
        • Table IBM: PRODUCT LAUNCHES
        • Table IBM: DEALS
      • HPE
        • Table HPE: BUSINESS OVERVIEW
        • Table HPE: SOLUTIONS OFFERED
        • Table HPE: PRODUCT LAUNCHES
        • Table HPE: DEALS
      • SERVICENOW
        • Table SERVICENOW: BUSINESS OVERVIEW
        • Table SERVICENOW: SOLUTIONS OFFERED
        • Table SERVICENOW: PRODUCT LAUNCHES
        • Table SERVICENOW: DEALS
      • HASHICORP TERRAFORM
        • Table HASHICORP TERRAFORM: BUSINESS OVERVIEW
        • Table HASHICORP TERRAFORM: SOLUTIONS OFFERED
        • Table HASHICORP TERRAFORM: PRODUCT LAUNCHES
        • Table HASHICORP TERRAFORM: DEALS
      • PROGRESS SOFTWARE CORPORATION
      • PUPPET (PERFORCE)
      • PULUMI
      • DELL
      • ALIBABA
      • CROSSPLANE
      • DOCKER
      • JENKINS
      • NORTHERN.TECH
      • GITHUB
      • GITLAB
      • CANONICAL
      • NETAPP
      • ALPACKED
      • RACKSPACE TECHNOLOGY
  • ADJACENT MARKETS
    • INTRODUCTION
      • LIMITATIONS
      • CLOUD COMPUTING MARKET
        • Table CLOUD COMPUTING MARKET, BY SERVICE MODEL, 2015–2020 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY SERVICE MODEL, 2021–2026 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY INFRASTRUCTURE AS A SERVICE, 2015–2020 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY INFRASTRUCTURE AS A SERVICE, 2021–2026 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY PLATFORM AS A SERVICE, 2015–2020 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY PLATFORM AS A SERVICE, 2021–2026 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY SOFTWARE AS A SERVICE, 2015–2020 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY SOFTWARE AS A SERVICE, 2021–2026 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY VERTICAL, 2015–2020 (USD BILLION)
        • Table CLOUD COMPUTING MARKET, BY VERTICAL, 2021–2026 (USD BILLION)
      • HYPER-CONVERGED INFRASTRUCTURE MARKET
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY COMPONENT, 2016–2019 (USD MILLION)
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY COMPONENT, 2020–2025 (USD MILLION)
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY APPLICATION, 2016–2019 (USD MILLION)
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY APPLICATION, 2020–2025 (USD MILLION)
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION)
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
        • Table SMALL AND MEDIUM-SIZED ENTERPRISES: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table SMALL AND MEDIUM-SIZED ENTERPRISES: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2020–2025 (USD MILLION)
        • Table LARGE ENTERPRISES: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table LARGE ENTERPRISES: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2020–2025 (USD MILLION)
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY END-USER, 2016–2019 (USD MILLION)
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY END-USER, 2020–2025 (USD MILLION)
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY ENTERPRISE, 2016–2019 (USD MILLION)
        • Table HYPER-CONVERGED INFRASTRUCTURE MARKET, BY ENTERPRISE, 2020–2025 (USD MILLION)
        • Table BANKING, FINANCIAL SERVICES, AND INSURANCE: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table BANKING, FINANCIAL SERVICES, AND INSURANCE: HYPER-CONVERGED INFRASTRUCTURE MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
        • Table IT AND TELECOM: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table IT AND TELECOM: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2020–2025 (USD MILLION)
        • Table HEALTHCARE: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table HEALTHCARE: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2020–2025 (USD MILLION)
        • Table GOVERNMENT: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table GOVERNMENT: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2020–2025 (USD MILLION)
        • Table ENERGY: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table ENERGY: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2020–2025 (USD MILLION)
        • Table EDUCATION: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table EDUCATION: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2020–2025 (USD MILLION)
        • Table MANUFACTURING: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table MANUFACTURING: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2020–2025 (USD MILLION)
        • Table OTHERS: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2016–2019 (USD MILLION)
        • Table OTHERS: HYPER-CONVERGED INFRASTRUCTURE MARKET, BY REGION, 2020–2025 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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