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Digital Twin Market to Grow by USD 114.1 Billion from 2024-2028, Driven by Industry 4.0 and IoT, Report on Market Evolution Powered by AI – Technavio

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NEW YORK, Nov. 11, 2024 /PRNewswire/ — Report on how AI is driving market transformation – The global digital twin market size is estimated to grow by USD 114.1 billion from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of  64.1%  during the forecast period. Industry 4.0 and industrial iot is driving market growth, with a trend towards increasing traction in healthcare sector. However, high cost of deployment and complex architecture of digital twin  poses a challenge.Key market players include ANSYS Inc., Dassault Systemes SE, DNV Group AS, General Electric Co., Hexagon AB, Honeywell International Inc., International Business Machines Corp., Johnson Controls International Plc., Kongsberg Gruppen ASA, Microsoft Corp., Oracle Corp., PTC Inc., Robert Bosch GmbH, SAP SE, ScaleOut Software Inc., Siemens AG, Software AG, SWIM Inc., Veerum Inc., and Wipro Ltd..

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Digital Twin Market Scope

Report Coverage

Details

Base year

2023

Historic period

2018 – 2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 64.1%

Market growth 2024-2028

USD 114104.7 million

Market structure

Fragmented

YoY growth 2022-2023 (%)

44.71

Regional analysis

North America, Europe, APAC, Middle East and Africa, and South America

Performing market contribution

North America at 40%

Key countries

US, UK, Germany, China, and Japan

Key companies profiled

ANSYS Inc., Dassault Systemes SE, DNV Group AS, General Electric Co., Hexagon AB, Honeywell International Inc., International Business Machines Corp., Johnson Controls International Plc., Kongsberg Gruppen ASA, Microsoft Corp., Oracle Corp., PTC Inc., Robert Bosch GmbH, SAP SE, ScaleOut Software Inc., Siemens AG, Software AG, SWIM Inc., Veerum Inc., and Wipro Ltd.

Market Driver

The Digital Twin market is experiencing significant growth as businesses adopt advanced digital technologies like IoT, AI, and ML to create virtual replicas of physical assets. These digital twins enable real-time data collection and analysis, leading to improved product lifecycle management, personalized medicine, traffic management, and energy consumption optimization. Industries like healthcare, transportation, energy, infrastructure, and aerospace and defense are leveraging digital twin technology for virtual prototyping, predictive maintenance, and optimization of processes and systems. The market also includes trends like connected vehicle services, energy optimization, construction, and smart city projects. However, data security and cyber threats are key challenges that need to be addressed. AI advancements and cloud-based solutions are driving digital transformation across various sectors, including IT and telecommunication, real estate, and manufacturing. The future of digital twin technology lies in extended reality, semiconductors, and IIoT, with a focus on reducing carbon emissions and improving supply chain optimization. 

The healthcare sector leads the way in technology adoption, prioritizing cost reduction and superior patient care. AI, IoT, and analytics are among the technologies being integrated into healthcare business processes. In recent years, digital twin technology has gained prominence in this industry. By creating 3D models of hospitals, processes, staffing, and care models, hospital management can anticipate bed shortages, germ transmission, staff schedules, and operating room efficiency. Digital twin solutions enable informed decisions, optimizing patient care, costs, and facility performance. 

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 Market Challenges

The Digital Twin market is experiencing significant growth due to the integration of advanced digital technologies like IoT, AI, and ML in various industries. Digital Twin Technology allows for virtual prototyping of real-world objects, providing real-time data and analysis for sectors like healthcare, transportation, energy, infrastructure, and more. Challenges include data collection, cyber threats, and real-time model accuracy. Industries like Aerospace and Defense, Automotive and Transportation, Energy and Utilities, IT and Telecommunication, Real Estate, and Construction are leveraging Digital Twin for personalized medicine, traffic management, parts and product twins, process and system twins, and energy consumption optimization. AI advancements and Big Data Analytics are driving Digital Transformation, with cloud-based solutions and RPA enabling optimization in industries like Aerospace, Telecommunications, and Supply Chain. Extended reality technologies like VR, AR, and XR are also playing a role in Digital Twin applications. However, challenges remain in areas like data security, interoperability, and scalability. IIoT, carbon emissions reduction, and semiconductor manufacturing are also adopting Digital Twin Technology.ai_dominating_segment_factor

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Segment Overview 

This digital twin market report extensively covers market segmentation by  

Deployment 1.1 On-premises1.2 CloudEnd-user 2.1 Manufacturing2.2 Energy and utilities2.3 Aerospace and defense2.4 Automotive2.5 Infrastructure and othersGeography 3.1 North America3.2 Europe3.3 APAC3.4 Middle East and Africa3.5 South America

1.1 On-premises-  The digital twin market is primarily driven by large enterprises in the aerospace, automobile, and manufacturing sectors, who prefer on-premises digital twin solutions due to their emphasis on intellectual property (IP) and data security. On-premises digital twin solutions offer companies complete control over data security, allowing them to set user access policies, install firewalls and antivirus software, and promptly install security patches. These solutions align with business objectives and provide better security and control compared to cloud-based alternatives. On-premises digital twin solutions have several advantages, including data control, less vendor dependency, foundation for future hybrid cloud expansion, and easier customization. Companies such as General Electric Co. (GE), National Aeronautics and Space Administration (NASA), and Schneider Electric have adopted on-premises digital twin solutions. GE alone has deployed over one million digital twins on its premises. The benefits of on-premises digital twin solutions are expected to maintain steady growth during the forecast period, as large enterprises prioritize security. Contactless delivery of products and services is also driving adoption across various industries, including manufacturing and healthcare. Digital twin solutions enable predictive modeling, greater transparency, and insight into product behaviors, allowing businesses to make informed decisions regarding capacity and inventory in supply chains. Overall, the on-premises segment of the global digital twin market is poised for growth due to its ability to address the unique needs of large enterprises and provide enhanced security and control.

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Research Analysis

The Digital Twin Market is experiencing rapid growth due to the increasing adoption of advanced digital technologies such as IoT, AI, and ML in various industries. Digital Twins are virtual replicas of physical assets or processes, enabling real-time data collection and analysis for improved performance, predictive maintenance, and optimization. The market spans across sectors like healthcare, transportation, energy, and manufacturing, among others, with applications in virtual prototyping, smart cities, and supply chain optimization. Big Data Analytics plays a crucial role in deriving insights from the vast amounts of data generated by Digital Twins. However, the market also faces challenges such as cyber threats and the need for cloud-based solutions and RPA to manage the complex data ecosystem. The Digital Twin Market is poised to revolutionize industries by providing real-time models, 3D modeling, and enabling digital transformation.

Market Research Overview

Digital Twin technology is a revolutionary concept that leverages advanced digital technologies such as IoT, AI, and ML to create virtual replicas of physical assets, processes, or systems. These virtual models provide real-time data and insights, enabling optimized performance, predictive maintenance, and improved efficiency across various industries. The Digital Twin market is witnessing significant growth, with applications spanning healthcare, transportation, energy, infrastructure, and more. Virtual prototyping, personalized medicine, traffic management, and energy consumption optimization are some of the key areas benefiting from this technology. Product Twin, Process Twin, System Twin, and Parts Twin are various types of Digital Twins used to enhance product lifecycle management, optimize supply chain, and improve infrastructure management. Industries like aerospace, automotive, energy and utilities, IT and telecommunication, real estate, and construction are adopting Digital Twin technology for digital transformation. The technology’s potential extends to virtual reality (VR) and augmented reality (AR), enabling experiences in industries like aerospace, telecommunications, and smart cities. With the increasing adoption of cloud-based solutions, RPA, and big data analytics, Digital Twin Technology is set to revolutionize various sectors, optimizing processes, reducing carbon emissions, and improving overall efficiency. However, with the increasing adoption of Digital Twin technology comes the challenge of cyber threats, security measures to protect real-time models and data. AI advancements and XR technologies will further enhance the capabilities of Digital Twin Technology, making it an essential tool for businesses undergoing digital transformation.

Table of Contents:

1 Executive Summary
2 Market Landscape
3 Market Sizing
4 Historic Market Size
5 Five Forces Analysis
6 Market Segmentation

DeploymentOn-premisesCloudEnd-userManufacturingEnergy And UtilitiesAerospace And DefenseAutomotiveInfrastructure And OthersGeographyNorth AmericaEuropeAPACMiddle East And AfricaSouth America

7 Customer Landscape
8 Geographic Landscape
9 Drivers, Challenges, and Trends
10 Company Landscape
11 Company Analysis
12 Appendix

About Technavio

Technavio is a leading global technology research and advisory company. Their research and analysis focuses on emerging market trends and provides actionable insights to help businesses identify market opportunities and develop effective strategies to optimize their market positions.

With over 500 specialized analysts, Technavio’s report library consists of more than 17,000 reports and counting, covering 800 technologies, spanning across 50 countries. Their client base consists of enterprises of all sizes, including more than 100 Fortune 500 companies. This growing client base relies on Technavio’s comprehensive coverage, extensive research, and actionable market insights to identify opportunities in existing and potential markets and assess their competitive positions within changing market scenarios.

Contacts

Technavio Research
Jesse Maida
Media & Marketing Executive
US: +1 844 364 1100
UK: +44 203 893 3200
Email: media@technavio.com
Website: www.technavio.com/

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SOURCE Technavio

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Hilco Global Engaged by Stan Lee Holdings to Sell Rare & Valuable Intellectual Property Portfolio

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NEW YORK, July 24, 2026 /PRNewswire/ — Hilco Global, a diversified financial services company that delivers expert professional services and capital solutions to help clients maximize value and drive performance across the business lifecycle, is pleased to announce that its IP Services practice has been engaged by Stan Lee Holdings, Ltd. (“SLH”) to sell a legendary portfolio of intellectual property developed by Stan Lee, the iconic “father of the super hero.” Known as the Omniverse Collection created by Stan Lee, the portfolio represents a treasure trove of original characters and source material developed by Stan when he was leading Marvel Comics and when he built Stan Lee Entertainment – the first super hero animation studio created for the Internet age. This rare and valuable collection of Intellectual Property encompasses dozens of compelling super heroes and stories conceived by Stan from 1999 to 2001 as well as a franchise comprising over 50 well-known characters – the only franchise of Marvel-created characters not owned by Marvel. Full details of the collection, including the individual characters, franchises, and story properties it comprises, will be released in the coming weeks.

Through this collaboration, Hilco Global will work alongside SLH and former EVP of Marvel Entertainment Shirrel Rhoades to find a new home for a body of largely underleveraged super hero and other characters, as well as world-building intellectual property. Numerous supporting  scripts, episodes, and development materials spanning Stan Lee’s career are also part of the offering.

“The Omniverse Collection created by Stan Lee is one of the most significant super hero IP offerings of the decade,” said Eric Hurwitz, Senior Director of the Hilco Global IP Services practice. “This large, diverse portfolio presents the opportunity to capitalize on untapped material with an unmatched pedigree. A buyer essentially has a blank slate to bring these characters to fans worldwide and expand on Stan Lee’s legacy. Hilco Global is thrilled to bring these assets to market, leveraging deep experience across intellectual property and media valuation, licensing, and transaction execution.”

Among the intellectual property being offered is a hidden gem; a connected entertainment universe of Stan Lee’s own creation. “This one-of-a-kind IP collection illustrates just how far ahead Stan was in understanding the future of entertainment,” observed Shirrel Rhoades, who was handpicked by Stan Lee to succeed him as publisher of Marvel. “What we’re bringing to market isn’t a collection of isolated ideas. It’s pieces of one larger vision, a living digital universe in which characters can be created, experienced, and expanded across every form of media.”

Parties can reach out to Ehurwitz@hilcoglobal.com to register interest. More information about the offering, the individual properties within the collection, and the sale process will become available soon.

About Hilco Global:  Hilco Global, a subsidiary of ORIX Corporation USA, is a diversified financial services company that delivers integrated professional services and capital solutions that help clients maximize value and drive performance across the retail, commercial and industrial, real estate, manufacturing, and intellectual property sectors. Hilco Global provides a range of customized solutions to healthy, stressed, and distressed companies to resolve complex situations and enhance long-term enterprise value. Hilco Global works to deliver the best possible result by aligning interests with clients and providing strategic advice and, in many instances, the capital required to transact. Hilco Global is based in Northbrook, Illinois and has more than 810 professionals operating on four continents. Visit www.hilcoglobal.com

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SOURCE Hilco Trading, LLC

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GR0 to Acquire Ultimate AI’s Deployment Division and Launch GR0 AI, Turning Brands’ Existing Customer Data Into Revenue

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The new company pairs GR0’s performance marketing distribution with Ultimate Deployment’s AI agents and customer intelligence to build AI revenue systems for DTC and ecommerce brands; in one early deployment, AI-led customer conversations were associated with more than $350,000 in sales.

LOS ANGELES, July 24, 2026 /PRNewswire/ — GR0, the Los Angeles-based digital marketing agency, today announced plans to acquire Ultimate Deployment and launch GR0 AI, a new company that builds and deploys AI revenue systems for direct-to-consumer (DTC) and ecommerce brands. GR0 AI combines GR0’s performance marketing expertise, client relationships and sales infrastructure with Ultimate Deployment’s technology and experience deploying AI agents inside operating businesses.

“AI is creating an entirely new performance channel for brands,” said Jon Zacharias, co-founder and president of GR0. “Most companies already have the traffic, customer data and demand. What they’re missing is an intelligent system that knows who to contact, what to say and when to say it. GR0 AI turns the customer signals brands already own into personalized conversations and measurable revenue.”

The approach is already producing results. In one early deployment, AI-led customer conversations were associated with more than $350,000 in sales during a period in which the brand generated approximately $1 million in total revenue. GR0 AI deployments include attribution and incrementality reporting so brands can measure both assisted and directly generated revenue.

GR0 AI deploys inside a brand’s existing commerce, CRM, email, SMS, phone and customer-data infrastructure. Its systems:

Identify and prioritize high-intent customers and prospects Personalize outreach and follow-up based on customer behavior and company data Conduct two-way conversations across messaging channels, recovering revenue from abandoned carts, dormant customers and unconverted leads Escalate complex or high-value opportunities to human sales and support teams Measure the revenue associated with AI-driven interactions

“Most brands do not have a demand problem.  They already have thousands of customers and prospects sitting inside their systems,” said Ben Ganz, founder of Ultimate Deployment. “We build the company brain, unify the data and deploy AI employees that act on that intelligence. The opportunity falls into two buckets: recover the demand a brand has already earned, and make sure no new opportunity slips through the cracks. GR0 gives us the distribution, market access and operating experience to bring this to hundreds of brands.”

Ganz has spent his career at the intersection of entertainment and technology. He began as a producer on American Idol before moving into digital leadership at Fox, then founded VEGO Pictures, a digital production and technology company that worked with major entertainment and consumer brands and served as in-house production partner to Kevin Hart’s Laugh Out Loud Network. He also co-founded a virtual events company that produced digital graduation experiences for hundreds of thousands of students during the COVID-19 pandemic.

From there, Ganz and his team moved to the frontier of consumer AI, creating what FOX News called Hollywood’s first AI interactive voice experience. They powered AI personalities for creators with a combined audience of 100 million followers and engineered the world’s first AI assembly line for replicating personalities at scale, work the Hollywood Reporter recognized as the “Real-life Her.”  Ultimate Deployment then turned that conversational AI expertise toward the enterprise, building systems that connect company knowledge, customer data, and operational software with AI agents capable of performing real, meaningful business work.

“Ben and his team have built something with the potential to become a major new revenue channel for ecommerce companies,” Zacharias said. “We have seen very few offerings create this level of excitement among sophisticated performance marketers.”

Every GR0 AI engagement begins with an intensive discovery and implementation process: the team interviews key employees, maps the company’s systems and builds a centralized intelligence layer around the business. Lead scoring and prioritization are connected to the brand’s CRM before customer-facing AI agents go live.

“The technical opportunity is clear, and our job is to make it just as clear commercially,” said Kevin Miller, founder and CEO of GR0. “A brand that works with GR0 AI will know exactly what is being installed, how quickly it goes live and what revenue it is producing.”

The acquisition is expected to close this quarter, subject to completion of definitive agreements. Financial terms were not disclosed.

Brands interested in early GR0 AI deployments can learn more at www.gr0.com.

About GR0

GR0 is a full-service digital marketing agency that helps DTC and ecommerce brands accelerate growth through data-driven performance marketing, creative strategy and emerging technology. Co-founded by Kevin Miller and Jon Zacharias, GR0 provides services across SEO, Generative Engine Optimization, paid media, email, SMS, creative, affiliate and marketplace growth, and was among the first agencies to build a dedicated GEO practice, which is recognized by VentureBeat as one of America’s premier Generative Engine Optimization agencies. GR0 is headquartered in Los Angeles. Learn more at GR0.com.

About Ultimate Deployment

Ultimate Deployment builds AI employees for growing companies. Founded by Ben Ganz, the company captures how a business operates, organizes its institutional knowledge, connects its systems and deploys AI agents that perform real operational work across sales, customer experience, marketing, finance and internal teams.

Before its enterprise focus, Ultimate Deployment’s team built consumer AI at entertainment scale, creating Hollywood’s first interactive voice experience, powering AI personalities for creators with a combined audience of 100 million followers and engineering the world’s first AI assembly line for replicating personalities’ work featured by Fox News and recognized by The Hollywood Reporter as the real-life Her.

About Ultimate AI

Ultimate AI, founded by Ben Ganz, is a holding company building AI across consumer and enterprise. It launched during the first wave of consumer generative AI as an early AI super app, bringing more than 100 AI tools and assistants into a single consumer platform that peaked within the top 10 of its Apple App Store category, according to company data. The company then expanded into creator AI, developing technology that lets public figures build interactive AI experiences around their personality, voice, knowledge and content. In 2024, Ultimate AI created Pookie Tools (widely known as the Hawk Tuah AI app), whose launch generated more than 400 million organic social media views and more than 10,000 downloads in its first seven days with no paid marketing, according to company data. It went on to develop real-time voice and personality products, including an experience Fox News described as Hollywood’s first real-time AI experience.

Ultimate Deployment, the enterprise arm that GR0 is acquiring, formed in March 2026 following the release of frontier agentic models from Anthropic and OpenAI, and applies that technology inside operating companies. It builds AI employees that capture how a business operates, unify its data and systems, and perform real operational work across sales, customer experience, marketing, finance and internal teams.

Company: GR0
Media Contact Name: GR0 Agency
Media Contact Email: press@gr0.com
Phone: +1 (310) 439-1887
Address: Los Angeles, CA, USA
Website: https://gr0.com/

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SOURCE GR0.com LLC

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Tech Mahindra and Cisco Partner to Bring AI-Driven Security Service Edge to Global Enterprises

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PUNE, India, July 24, 2026 /PRNewswire/ — Tech Mahindra (NSE: TECHM), a leading global provider of technology consulting and digital solutions to enterprises across industries, announced a partnership with Cisco to deliver an AI-driven Security Service Edge (SSE) offering for global enterprises. The joint offering will help enterprises reduce security complexity, improve visibility and control, deliver seamless user access, and strengthen resilience as they scale cloud, hybrid work, and AI adoption.

The partnership combines Tech Mahindra’s global managed services, integration, and delivery expertise with Cisco’s industry-leading Security Service Edge (SSE) platform (Cisco Secure Access) to provide unified, cloud-native security and seamless zero-trust access across users, devices, networks, and locations. For Tech Mahindra, the partnership strengthens its cybersecurity portfolio with differentiated, high-value managed security services, expands its addressable market, and accelerates pipeline growth in cloud security.

Saket Singh, SVP & Business Head – Digital Core Services (Cloud, Infrastructure, Network and Cyber Security Services), Tech Mahindra, said, “As enterprises increasingly operate in hybrid and distributed environments, security must evolve from siloed controls to unified, cloud-native platforms. Fragmented tools, inconsistent user experiences, and rising threats are creating visibility and control gaps as applications are accessed from anywhere. Through our partnership with Cisco, we are combining advanced SSE capabilities with Tech Mahindra’s managed services expertise to simplify operations, strengthen zero-trust enforcement, and deliver consistent, AI-powered protection at scale.”

By integrating a secure web gateway, cloud access security broker (CASB), zero trust network access (ZTNA), firewall-as-a-service, data loss prevention (DLP), and much more into a single platform, the offering simplifies security operations and delivers AI-powered protection. Enterprises benefit from end-to-end visibility, faster deployment, and a streamlined path to modernizing their security architecture while accelerating secure cloud adoption and cyber resilience. Additionally, as enterprises inevitably step into the agentic era, this solution provides robust and rapidly expanding protections for the use of generative AI and AI agents.

Raj Chopra, SVP & Chief Product Officer, Cisco Security Business Group, said, “Enterprises don’t need another tool to stitch into an already complex security stack. They need a simpler way to secure how work actually happens across users, devices, applications, clouds, and increasingly AI agents. Cisco Secure Access brings zero trust, identity context, and AI-powered protection into one cloud-delivered platform, helping teams enforce policy consistently while giving users seamless access from anywhere. Together with Tech Mahindra’s global managed services and integration expertise, we can help organizations modernize security operations, accelerate secure cloud and AI adoption, and move with confidence in the agentic era.”

The integrated SSE solution reinforces Tech Mahindra and Cisco’s leadership in unified cloud-security, helping enterprises simplify secure access, strengthen resilience and accelerate digital transformation in an increasingly distributed and AI-driven world.

 

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SOURCE Tech Mahindra

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