Reports

Sale

Augmented Intelligence Market

Global Augmented Intelligence Market Size, Share, Forecast: By Component: Solution, Services; By Deployment Model: On-Premises, Cloud; By Technology: Machine Learning, Natural Language Processing, Computer Vision, Others; By Enterprise Size; By End Use; Regional Analysis; Market Dynamics; Competitive Landscape; 2024-2032

Global Augmented Intelligence Market Outlook

The global augmented intelligence market size reached USD 21.73 billion in 2023. The market is expected to grow at a CAGR of 25.4% between 2024 and 2032, reaching almost USD 166.54 billion by 2032.

 

Key Takeaways:

  • The International Trade Administration reported that in 2021, global funding for artificial intelligence doubled to USD 66.8 billion thus enhancing the global augmented intelligence market growth.
  • India launched 5G on October 1, 2022. Within 8 months, 200,000 sites covered 700 districts across 28 states, and 8 UTs, making a rapid global 5G deployment.
  • Augmented intelligence enhances human abilities with tech, not replacing them, using ML and DL for data processing. Benefits include improved decisions, creativity, productivity, and ethical considerations across sectors.

 

Augmented intelligence seeks to enhance human abilities by harnessing technology, not replacing them entirely. It employs machine learning and deep learning to process large datasets, enabling humans to make informed choices and act accordingly.

 

This approach offers advantages such as improved decision-making, heightened creativity, increased productivity, personalised interactions, superior customer service, risk mitigation, efficient healthcare delivery, tailored educational experiences, optimized resource management, and the consideration of ethical implications for equitable decision-making across diverse sectors.

 

The artificial intelligence sector is experiencing significant growth, as reported by the International Trade Administration. In 2021, global artificial intelligence funding doubled to USD 66.8 billion, with 65 AI companies surpassing USD 1 billion valuations, up 442% from 2020, thus, boosting the global augmented intelligence market.

 

Key Trends and Developments

The global augmented intelligence market is driving improvements in enhanced decision-making, increased creativity, personalized experiences, and effective risk management.

 

December 2023

The American Medical Association (AMA) introduced new guidelines for augmented intelligence (AI) advancement and deployment in healthcare, emphasising consistent governance and ethical, equitable, and transparent implementation.

 

September 2023

Estée Lauder introduces the Voice-enabled Makeup Assistant, employing AI and AR to aid visually impaired individuals in cosmetics applications.

 

May 2023

Stormboard introduced StormAI, the industry's inaugural Augmented Intelligence co-collaborator, enhancing idea generation, strategy development, and collaboration alongside humans.

 

April 2023

University of Florida Health researchers sought to enhance radiologists' precision and efficiency through AI tools in an academic-industry partnership, refining solutions for improved quality and safety.

 

Enhanced decision-making

The expansion of the global augmented intelligence market offers in-depth insights from extensive datasets, aiding in making well-informed and accurate decisions. This results in improved strategic planning and optimized outcomes, ultimately enhancing overall business performance.

 

Boosted creativity

AI encourages creativity by presenting fresh perspectives and innovative concepts. AI catalyses creative problem-solving and product development, fostering a culture of innovation within organizations and enabling the exploration of unconventional solutions.

 

Personalized experiences

The global augmented intelligence market developments are attributed to the growing focus on augmented intelligence facilitating personalized customer interactions, and customizing products and services. This leads to heightened customer satisfaction, and increased loyalty, and ultimately, supports business growth within the expanding

 

Risk mitigation

Augmented intelligence scrutinizes vast datasets to identify real-time risks and anomalies. By offering early alerts and predictive insights, it aids organizations in proactively managing risks, addressing challenges, and maintaining seamless business operations.

 

Global Augmented Intelligence Market Trends

According to the global augmented intelligence market report, automation of everyday tasks and processes by augmented intelligence liberates human resources, enabling them to concentrate on more valuable activities. This leads to heightened efficiency, decreased operational expenses, and accelerated project completion.

 

Augmented intelligence streamlines the allocation of resources like time, finances, and manpower within organizations. It pinpoints inefficiencies, rationalizes workflows, and suggests effective resource utilization, resulting in cost savings and enhanced operational efficiency.

 

Market Segmentation

Global Augmented Intelligence Market Report and Forecast 2024-2032 offers a detailed analysis of the market based on the following segments:

 

Market Breakup by Component

  • Solution
  • Services

 

Market Breakup by Deployment Model

  • On-Premises
  • Cloud

 

Market Breakup by Technology

  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Others

 

Market Breakup by Enterprise Size

  • Large Enterprises
  • Small and Medium Enterprises

 

Market Breakup by End Use

  • IT and Telecom
  • Retail and E-Commerce
  • BFSI
  • Healthcare
  • Manufacturing
  • Automotive
  • Others

 

Market Breakup by Region

  • North America
  • Europe
  • Asia Pacific
  • Latin America
  • Middle East and Africa

 

Solutions component drive the global augmented intelligence market growth by offering organizations enhanced insights and analytics from extensive datasets, improving data-driven decision-making processes

Augmented intelligence solutions streamline operations by automating tasks, saving time, and enhancing productivity. They facilitate personalized customer experiences, mitigate risks through real-time data analysis, and optimize resource allocation for cost savings.

 

Augmented intelligence services gain competitive edges by quickly adapting to market changes, meeting customer demands, and aligning with industry trends. Moreover, AI assists in compliance, predictive maintenance, and scalable solutions.

 

Cloud deployment drives the global augmented intelligence market, enabling easy resource scaling according to demand. Organizations can swiftly modify computing and storage capacity

Cloud-based augmented intelligence provides scalability, cost-effectiveness, accessibility, rapid deployment, and advanced features. Organizations can adjust resources easily, save costs, access from anywhere, deploy swiftly, and use advanced AI services.

 

On-premises augmented intelligence ensures data security, customization, compliance control, low latency, and seamless integration with legacy systems. Organizations can maintain data privacy, receive tailored solutions, comply with regulations, process data in real time, and integrate workflows efficiently.

 

Based on end use, the global augmented intelligence market growth is led by IT and telecom as AI algorithms enhance network performance by optimizing data routing, thereby reducing latency for improved user experiences

In the Information Technology (IT) realm, AI enhances efficiency, boosts security, foresees maintenance needs, provides customer service, and empowers advanced data analysis for informed decisions. Telecommunications (Telecom) benefits from AI in network optimization, maintenance prediction, personalized customer interactions, fraud detection, and operational streamlining.

 

Banking, Financial Services, and Insurance (BFSI) sectors leverage AI for risk assessment, real-time fraud detection, tailored customer services, algorithmic trading, and efficient claims processing.

 

Competitive Landscape

Market players are enhancing the market by providing customized solutions for sales, marketing, and service operations across diverse industries.

 

Squirro AG, founded in 2012 in Zurich, Switzerland, provides distinguished augmented intelligence solutions for analyzing and interpreting unstructured data. The company offers tailored solutions for sales, marketing, and service functions in various industries.

 

Amazon Web Services, Inc., established in 2002 as a subsidiary of Amazon, is based in Washington, USA, focusing on APIs and cloud computing. It provides a range of services including networking, computing, analytics, management, deployment, and storage.

 

Microsoft Corporation, based in Washington, USA, founded in 1975, is a global IT leader renowned for Windows operating systems. It develops applications, software systems, and hardware like video game consoles and touch-enabled PCs.

 

Oracle Corporation, founded in 1977 and headquartered in the USA, specializes in developing and marketing database software, cloud-engineered systems, and enterprise software, notably its database management systems.

 

Other key players in the global augmented intelligence market are QlikTech International AB, SAP SE, Sisense Ltd, Salesforce, Inc., Infor, and SAS Institute Inc. among others.

 

Global Augmented Intelligence Market Analysis by Region

Based on geography, the global augmented intelligence market share is led by North America that is driven by the rapid adoption of augmented reality (AR) and virtual reality (VR) in healthcare, alongside business goals like autonomous analytics and cloud technologies.

 

Asia Pacific is expected to contribute significantly to market growth, with companies focusing on established technologies such as 5G or 6G alongside developing ones.

 

As per the Ministry of Communication, India initiated 5G services on October 1, 2022. Within 8 months, 200,000 sites across 700 districts were established, covering all 28 states and 8 Union Territories, marking one of the quickest global 5G deployments thus boosting the global augmented intelligence market development.

 

Key Highlights of the Report

REPORT FEATURES DETAILS
Base Year 2023
Historical Period 2018-2023
Forecast Period 2024-2032
Scope of the Report

Historical and Forecast Trends, Industry Drivers and Constraints, Historical and Forecast Market Analysis by Segment:

  • Component
  • Deployment Model
  • Technology
  • Enterprise Size
  • End Use
  • Region
Breakup by Component
  • Solution
  • Services
Breakup by Deployment Model
  • On-Premises
  • Cloud
Breakup by Technology
  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Others
Breakup by Enterprise Size
  • Large Enterprises
  • Small and Medium Enterprises
Breakup by End Use
  • IT and Telecom
  • Retail and E-Commerce
  • BFSI
  • Healthcare
  • Manufacturing
  • Automotive
  • Others
Breakup by Region
  • North America
    • United States of America 
    • Canada
  • Europe
    • United Kingdom
    • Germany
    • France
    • Italy
    • Others
  • Asia Pacific
    • China
    • Japan
    • India
    • ASEAN
    • Australia
    • Others
  • Latin America
    • Brazil
    • Argentina
    • Mexico
    • Others
  • Middle East and Africa
    • Saudi Arabia
    • United Arab Emirates
    • Nigeria
    • South Africa
    • Others
Market Dynamics
  • SWOT Analysis
  • Porter's Five Forces Analysis
  • Key Indicators for Demand
  • Key Indicators for Price
Competitive Landscape
  • Market Structure
  • Company Profiles
    • Company Overview
    • Product Portfolio
    • Demographic Reach and Achievements
    • Certifications
Companies Covered
  • Squirro AG
  • Amazon Web Services, Inc.
  • Microsoft Corporation
  • QlikTech International AB
  • SAP SE
  • Sisense Ltd.
  • Oracle Corporation
  • Salesforce, Inc.
  • Infor
  • SAS Institute Inc.
  • Other

 

*While we strive to always give you current and accurate information, the numbers depicted on the website are indicative and may differ from the actual numbers in the main report. At Expert Market Research, we aim to bring you the latest insights and trends in the market. Using our analyses and forecasts, stakeholders can understand the market dynamics, navigate challenges, and capitalize on opportunities to make data-driven strategic decisions.

1    Preface 
2    Report Coverage – Key Segmentation and Scope
3    Report Description   

    3.1    Market Definition and Outlook
    3.2    Properties and Applications
    3.3    Market Analysis
    3.4    Key Players
4    Key Assumptions
5    Executive Summary

    5.1    Overview
    5.2    Key Drivers
    5.3    Key Developments
    5.4    Competitive Structure
    5.5    Key Industrial Trends
6    Market Snapshot
    6.1    Global
    6.2    Regional
7    Opportunities and Challenges in the Market
8    Global Augmented Intelligence Market Analysis

    8.1    Key Industry Highlights
    8.2    Global Augmented Intelligence Historical Market (2018-2023) 
    8.3    Global Augmented Intelligence Market Forecast (2024-2032)
    8.4    Global Augmented Intelligence Market by Component
        8.4.1    Solution
            8.4.1.1    Historical Trend (2018-2023)
            8.4.1.2    Forecast Trend (2024-2032)
        8.4.2    Services
            8.4.2.1    Historical Trend (2018-2023)
            8.4.2.2    Forecast Trend (2024-2032)
    8.5    Global Augmented Intelligence Market by Deployment Model
        8.5.1    On-Premises
            8.5.1.1    Historical Trend (2018-2023)
            8.5.1.2    Forecast Trend (2024-2032)
        8.5.2    Cloud
            8.5.2.1    Historical Trend (2018-2023)
            8.5.2.2    Forecast Trend (2024-2032)
    8.6    Global Augmented Intelligence Market by Technology
        8.6.1    Machine Learning
            8.6.1.1    Historical Trend (2018-2023)
            8.6.1.2    Forecast Trend (2024-2032)
        8.6.2    Natural Language Processing
            8.6.2.1    Historical Trend (2018-2023)
            8.6.2.2    Forecast Trend (2024-2032)
        8.6.3    Computer Vision
            8.6.3.1    Historical Trend (2018-2023)
            8.6.3.2    Forecast Trend (2024-2032)
        8.6.4    Others
    8.7    Global Augmented Intelligence Market by Enterprise Size
        8.7.1    Large Enterprises 
            8.7.1.1    Historical Trend (2018-2023)
            8.7.1.2    Forecast Trend (2024-2032)
        8.7.2    Small and Medium Enterprises
            8.7.2.1    Historical Trend (2018-2023)
            8.7.2.2    Forecast Trend (2024-2032)
    8.8    Global Augmented Intelligence Market by End Use
        8.8.1    IT and Telecom
            8.8.1.1    Historical Trend (2018-2023)
            8.8.1.2    Forecast Trend (2024-2032)
        8.8.2    Retail and E-Commerce
            8.8.2.1    Historical Trend (2018-2023)
            8.8.2.2    Forecast Trend (2024-2032)
        8.8.3    BFSI
            8.8.3.1    Historical Trend (2018-2023)
            8.8.3.2    Forecast Trend (2024-2032)
        8.8.4    Healthcare
            8.8.4.1    Historical Trend (2018-2023)
            8.8.4.2    Forecast Trend (2024-2032)
        8.8.5    Manufacturing
            8.8.5.1    Historical Trend (2018-2023)
            8.8.5.2    Forecast Trend (2024-2032)
        8.8.6    Automotive
            8.8.6.1    Historical Trend (2018-2023)
            8.8.6.2    Forecast Trend (2024-2032)
        8.8.7    Others
    8.9    Global Augmented Intelligence Market by Region
        8.9.1    North America
            8.9.1.1    Historical Trend (2018-2023)
            8.9.1.2    Forecast Trend (2024-2032)
        8.9.2    Europe
            8.9.2.1    Historical Trend (2018-2023)
            8.9.2.2    Forecast Trend (2024-2032)
        8.9.3    Asia Pacific
            8.9.3.1    Historical Trend (2018-2023)
            8.9.3.2    Forecast Trend (2024-2032)
        8.9.4    Latin America
            8.9.4.1    Historical Trend (2018-2023)
            8.9.4.2    Forecast Trend (2024-2032)
        8.9.5    Middle East and Africa
            8.9.5.1    Historical Trend (2018-2023)
            8.9.5.2    Forecast Trend (2024-2032)
9    North America Augmented Intelligence Market Analysis
    9.1    United States of America 
        9.1.1    Historical Trend (2018-2023)
        9.1.2    Forecast Trend (2024-2032)
    9.2    Canada
        9.2.1    Historical Trend (2018-2023)
        9.2.2    Forecast Trend (2024-2032)
10    Europe Augmented Intelligence Market Analysis
    10.1    United Kingdom
        10.1.1    Historical Trend (2018-2023)
        10.1.2    Forecast Trend (2024-2032)
    10.2    Germany
        10.2.1    Historical Trend (2018-2023)
        10.2.2    Forecast Trend (2024-2032)
    10.3    France
        10.3.1    Historical Trend (2018-2023)
        10.3.2    Forecast Trend (2024-2032)
    10.4    Italy
        10.4.1    Historical Trend (2018-2023)
        10.4.2    Forecast Trend (2024-2032)
    10.5    Others
11    Asia Pacific Augmented Intelligence Market Analysis
    11.1    China
        11.1.1    Historical Trend (2018-2023)
        11.1.2    Forecast Trend (2024-2032)
    11.2    Japan
        11.2.1    Historical Trend (2018-2023)
        11.2.2    Forecast Trend (2024-2032)
    11.3    India
        11.3.1    Historical Trend (2018-2023)
        11.3.2    Forecast Trend (2024-2032)
    11.4    ASEAN
        11.4.1    Historical Trend (2018-2023)
        11.4.2    Forecast Trend (2024-2032)
    11.5    Australia
        11.5.1    Historical Trend (2018-2023)
        11.5.2    Forecast Trend (2024-2032)
    11.6    Others
12    Latin America Augmented Intelligence Market Analysis
    12.1    Brazil
        12.1.1    Historical Trend (2018-2023)
        12.1.2    Forecast Trend (2024-2032)
    12.2    Argentina
        12.2.1    Historical Trend (2018-2023)
        12.2.2    Forecast Trend (2024-2032)
    12.3    Mexico
        12.3.1    Historical Trend (2018-2023)
        12.3.2    Forecast Trend (2024-2032)
    12.4    Others
13    Middle East and Africa Augmented Intelligence Market Analysis
    13.1    Saudi Arabia
        13.1.1    Historical Trend (2018-2023)
        13.1.2    Forecast Trend (2024-2032)
    13.2    United Arab Emirates
        13.2.1    Historical Trend (2018-2023)
        13.2.2    Forecast Trend (2024-2032)
    13.3    Nigeria
        13.3.1    Historical Trend (2018-2023)
        13.3.2    Forecast Trend (2024-2032)
    13.4    South Africa
        13.4.1    Historical Trend (2018-2023)
        13.4.2    Forecast Trend (2024-2032)
    13.5    Others
14    Market Dynamics
    14.1    SWOT Analysis
        14.1.1    Strengths
        14.1.2    Weaknesses
        14.1.3    Opportunities
        14.1.4    Threats
    14.2    Porter’s Five Forces Analysis
        14.2.1    Supplier’s Power
        14.2.2    Buyer’s Power
        14.2.3    Threat of New Entrants
        14.2.4    Degree of Rivalry
        14.2.5    Threat of Substitutes
    14.3    Key Indicators for Demand
    14.4    Key Indicators for Price  
15    Competitive Landscape
    15.1    Market Structure
    15.2    Company Profiles
        15.2.1    Squirro AG
            15.2.1.1    Company Overview
            15.2.1.2    Product Portfolio
            15.2.1.3    Demographic Reach and Achievements
            15.2.1.4    Certifications
        15.2.2    Amazon Web Services, Inc.
            15.2.2.1    Company Overview
            15.2.2.2    Product Portfolio
            15.2.2.3    Demographic Reach and Achievements
            15.2.2.4    Certifications
        15.2.3    Microsoft Corporation
            15.2.3.1    Company Overview
            15.2.3.2    Product Portfolio
            15.2.3.3    Demographic Reach and Achievements
            15.2.3.4    Certifications
        15.2.4    QlikTech International AB
            15.2.4.1    Company Overview
            15.2.4.2    Product Portfolio
            15.2.4.3    Demographic Reach and Achievements
            15.2.4.4    Certifications
        15.2.5    SAP SE
            15.2.5.1    Company Overview
            15.2.5.2    Product Portfolio
            15.2.5.3    Demographic Reach and Achievements
            15.2.5.4    Certifications
        15.2.6    Sisense Ltd.
            15.2.6.1    Company Overview
            15.2.6.2    Product Portfolio
            15.2.6.3    Demographic Reach and Achievements
            15.2.6.4    Certifications
        15.2.7    Oracle Corporation
            15.2.7.1    Company Overview
            15.2.7.2    Product Portfolio
            15.2.7.3    Demographic Reach and Achievements
            15.2.7.4    Certifications
        15.2.8    Salesforce, Inc.
            15.2.8.1    Company Overview
            15.2.8.2    Product Portfolio
            15.2.8.3    Demographic Reach and Achievements
            15.2.8.4    Certifications
        15.2.9    Infor
            15.2.9.1    Company Overview
            15.2.9.2    Product Portfolio
            15.2.9.3    Demographic Reach and Achievements
            15.2.9.4    Certifications
        15.2.10    SAS Institute Inc.
            15.2.10.1    Company Overview
            15.2.10.2    Product Portfolio
            15.2.10.3    Demographic Reach and Achievements
            15.2.10.4    Certifications
        15.2.11    Other
16    Key Trends and Developments in the Market


List of Key Figures and Tables

1.    Global Augmented Intelligence Market: Key Industry Highlights, 2018 and 2032
2.    Global Augmented Intelligence Historical Market: Breakup by Component (USD Billion), 2018-2023
3.    Global Augmented Intelligence Market Forecast: Breakup by Component (USD Billion), 2024-2032
4.    Global Augmented Intelligence Historical Market: Breakup by Technology (USD Billion), 2018-2023
5.    Global Augmented Intelligence Market Forecast: Breakup by Technology (USD Billion), 2024-2032
6.    Global Augmented Intelligence Historical Market: Breakup by Enterprise Size (USD Billion), 2018-2023
7.    Global Augmented Intelligence Market Forecast: Breakup by Enterprise Size (USD Billion), 2024-2032
8.    Global Augmented Intelligence Historical Market: Breakup by Industry Vertical (USD Billion), 2018-2023
9.    Global Augmented Intelligence Market Forecast: Breakup by Industry Vertical (USD Billion), 2024-2032
10.    Global Augmented Intelligence Historical Market: Breakup by Region (USD Billion), 2018-2023
11.    Global Augmented Intelligence Market Forecast: Breakup by Region (USD Billion), 2024-2032
12.    North America Augmented Intelligence Historical Market: Breakup by Country (USD Billion), 2018-2023
13.    North America Augmented Intelligence Market Forecast: Breakup by Country (USD Billion), 2024-2032
14.    Europe Augmented Intelligence Historical Market: Breakup by Country (USD Billion), 2018-2023
15.    Europe Augmented Intelligence Market Forecast: Breakup by Country (USD Billion), 2024-2032
16.    Asia Pacific Augmented Intelligence Historical Market: Breakup by Country (USD Billion), 2018-2023
17.    Asia Pacific Augmented Intelligence Market Forecast: Breakup by Country (USD Billion), 2024-2032
18.    Latin America Augmented Intelligence Historical Market: Breakup by Country (USD Billion), 2018-2023
19.    Latin America Augmented Intelligence Market Forecast: Breakup by Country (USD Billion), 2024-2032
20.    Middle East and Africa Augmented Intelligence Historical Market: Breakup by Country (USD Billion), 2018-2023
21.    Middle East and Africa Augmented Intelligence Market Forecast: Breakup by Country (USD Billion), 2024-2032
22.    Global Augmented Intelligence Market Structure

Key Questions Answered in the Report

The market was estimated to be valued at USD 21.73 billion in 2023.

The market is projected to grow at a CAGR of 25.4% between 2024 and 2032.

The revenue generated from the augmented intelligence market is expected to reach USD 166.54 billion in 2032.

The augmented intelligence market is driving improvements in enhanced decision-making, increased creativity, personalized experiences, and effective risk management.

The augmented intelligence market is categorised according to its components, which include solutions and services.

The major players in the market, according to the report, are Squirro AG, Amazon Web Services, Inc., Microsoft Corporation, QlikTech International AB, QlikTech International AB, SAP SE, Sisense Ltd, Salesforce, Inc., Infor, and SAS Institute Inc. among others.

Based on the technology, the augmented intelligence market is divided into machine learning, natural language processing, computer vision, and others.

The major areas include North America, Europe, the Asia Pacific, Latin America, and the Middle East and Africa.

Purchase Full Report

Mini Report

$ 2199     $1999
  • Selected Sections, One User
  • Printing Not Allowed
  • Email Delivery in PDF
  • Free Limited Customisation
  • Post Sales Analyst Support
  • 50% Discount on Next Update

Single User License

$ 3299     $2999
  • All Sections, One User
  • One Print Allowed
  • Email Delivery in PDF
  • Free Limited Customisation
  • Post Sales Analyst Support
  • 50% Discount on Next Update
most popular

Five User License

$ 4399     $3999
  • All Sections, Five Users
  • Five Prints Allowed
  • Email Delivery in PDF
  • Free Limited Customisation
  • Post Sales Analyst Support
  • 50% Discount on Next Update

Corporate License

$ 5499     $4999
  • All Sections, Unlimited Users
  • Unlimited Prints Allowed
  • Email Delivery in PDF + Excel
  • Free Limited Customisation
  • Post Sales Analyst Support
  • 50% Discount on Next Update

Any Question? Speak With An Analyst

Contact Analyst

View A Sample

Request Sample

Did You Miss Anything, Ask Now

Request Customisation
Why Expert Market Research?

Right People

We are technically excellent, strategic, practical, experienced and efficient; our analysts are hand-picked based on having the right attributes to work successfully and execute projects based on your expectations.

Right Methodology

We leverage our cutting-edge technology, our access to trusted databases, and our knowledge of the current models used in the market to deliver you research solutions that are tailored to your needs and put you ahead of the curve.

Right Price

We deliver in-depth and superior quality research in prices that are reasonable, unmatchable, and shows our understanding of your resource structure. We, additionally, offer attractive discounts on our upcoming reports.

Right Support

Our team of expert analysts are at your beck and call to deliver you optimum results that are customised to meet your precise needs within the specified timeframe and help you form a better understanding of the industry.

NEWSLETTER