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Simulation And Analysis Software Market size is set to grow by USD 10.92 billion from 2024-2028, Growing demand for simulation and analysis software boost the market, Technavio

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NEW YORK, July 19, 2024 /PRNewswire/ — The global simulation and analysis software market size is estimated to grow by USD 10.92 billion from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of 14.27% during the forecast period. Growing demand for simulation and analysis software is driving market growth, with a trend towards growing m and a activities and partnerships. However, high costs of deployment and complex architecture of simulation technologies poses a challenge. Key market players include Altair Engineering Inc., ANSYS Inc., Autodesk Inc., AVEVA Group Plc, AVL List GmbH, Bentley Systems Inc., Cesim Oy, Dassault Systemes SE, ESI Group SA, GSE Systems Inc., Hexagon AB, Honeywell International Inc., Keysight Technologies Inc., Riverbed Technology Inc., Rockwell Automation Inc., Siemens AG, Simul8 Corp., Simulations Plus Inc., Synopsys Inc., and The MathWorks Inc..

Get a detailed analysis on regions, market segments, customer landscape, and companies- View the snapshot of this report

Simulation And Analysis Software Market Scope

Report Coverage

Details

Base year

2023

Historic period

2018 – 2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 14.27%

Market growth 2024-2028

USD 10922.9 million

Market structure

Fragmented

YoY growth 2022-2023 (%)

12.65

Regional analysis

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

Performing market contribution

North America at 38%

Key countries

US, China, UK, Germany, and Japan

Key companies profiled

Altair Engineering Inc., ANSYS Inc., Autodesk Inc., AVEVA Group Plc, AVL List GmbH, Bentley Systems Inc., Cesim Oy, Dassault Systemes SE, ESI Group SA, GSE Systems Inc., Hexagon AB, Honeywell International Inc., Keysight Technologies Inc., Riverbed Technology Inc., Rockwell Automation Inc., Siemens AG, Simul8 Corp., Simulations Plus Inc., Synopsys Inc., and The MathWorks Inc.

Market Driver

Vendors in the Simulation and Analysis Software market are actively expanding their offerings through strategic moves such as mergers and acquisitions (M&A). In April 2022, ANSYS Inc. Acquired cloud simulation provider OnScale, enhancing their product line with a cloud-native, web-based UI for device-independent access to Ansys’ simulation technologies. In August 2021, ANSYS also acquired Zemax, LLC, a leading player in optical imaging system simulation, broadening their solution offerings and providing comprehensive, end-to-end solutions for simulating next-generation optical and photonics products. These acquisitions are expected to significantly contribute to market growth during the forecast period. 

The Simulation and Analysis Software market is experiencing significant growth due to trends in computing power, cloud technology, and the increasing need to optimize operations in various industries. In the engineering sector, simulation software is used to train proficient individuals and identify operational inefficiencies in a risk-free environment. The healthcare industry utilizes simulation software for innovative ideas in treatment planning and training processes. Cloud technology is transforming the simulation domain, making software operation more accessible and cost-effective. The cloud segment is expected to dominate the market, with defense initiatives and security being key drivers. Simulation software is also being used in gaming, software design, and data formats integration. The automotive industry is investing in virtual testing techniques, such as driving simulation centers, to reduce costs of training and improve safety. AI-related technologies, such as machine learning and 5G, are also driving advancements in simulation software. However, data security and ethical considerations are crucial concerns in this market. Major players in the Simulation and Analysis Software market include Autodesk, with its animations and VR capabilities, and companies in the aerospace and defense sector, focusing on electromagnetic field simulation and military weapons design. The market is also witnessing growth in the energy sector, particularly in power grid planning and EV simulations. Cyber threats are a significant challenge, requiring robust security measures and intellectual property protection. 

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Market Challenges

The global Simulation and Analysis Software (SAS) market faces challenges due to the high cost of deployment and complex architecture of simulation technologies. Implementing these technologies necessitates substantial investments in technology platforms, infrastructure development, and maintenance. For asset-intensive companies, adding a digital twin to their ecosystem will significantly increase IT budgets and long-term variable costs. Managing the complex infrastructure requires a large IT workforce and investments. Simulation technologies have intricate architectures that can vary based on business objectives and industry verticals. Interoperability issues, heterogeneous devices, application scenarios, data formats, and communication networks add to the complexity. Companies must address these challenges and develop a new architectural framework to simplify complexities and reduce costs, thereby promoting the growth of the SAS market.The Simulation and Analysis Software market is experiencing significant growth due to its application in various industries like Aerospace, Defense, Automotive, and Power Grid Planning. However, challenges persist in areas such as data formats compatibility, software integration, and progress monitoring. The Cloud segment is gaining popularity for its cost-effective solutions. Defense initiatives require high security and intellectual property protection, making data security a major concern. Autodesk, Autonomous vehicles, and Electric Vehicles (EVs) are driving the demand for simulation software. AI-related technologies and virtual testing techniques are revolutionizing industries like Automotive and Aerospace. Costs of training and ethical considerations are important factors for businesses adopting simulation software. Challenges in the market include cyber threats, electromagnetic field simulation, computational fluid dynamics, optical simulation, semiconductors, structural analysis, and systems modeling. Validation is crucial for ensuring accuracy and reliability. Simulation software is essential for industries dealing with complex systems and high-risk applications, such as Military weapons and 5G infrastructure. In conclusion, simulation software is a valuable tool for businesses seeking to optimize processes, reduce costs, and improve safety. However, addressing challenges in data formats, integration, progress monitoring, security, and ethical considerations is essential for market growth. The future of simulation software lies in the integration of AI, machine learning, and virtual reality technologies.

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Segment Overview 

This simulation and analysis software market report extensively covers market segmentation by 

End-user 1.1 Automotive1.2 Aerospace and defense1.3 Industrial manufacturing1.4 Healthcare1.5 OthersDeployment 2.1 On-premises2.2 CloudGeography 3.1 North America3.2 Europe3.3 APAC3.4 South America3.5 Middle East and Africa

1.1 Automotive- The Simulation and Analysis Software market is a significant sector in the technology industry. Companies use this software to model and test various business scenarios, optimize operations, and make informed decisions. Key players in this market include Siemens, SAS Institute, IBM, and ANSYS. These companies offer solutions for industries such as manufacturing, finance, and healthcare. The software helps businesses improve efficiency, reduce costs, and enhance product quality. It is an essential tool for organizations seeking competitive advantages in today’s dynamic business environment.

For more information on market segmentation with geographical analysis including forecast (2024-2028) and historic data (2017-2021) – Download a Sample Report

Learn and explore more about Technavio’s in-depth research reports

The global simulation software market encompasses tools used across various industries for virtual prototyping, testing, and training. It supports decision-making by simulating real-world scenarios, enhancing efficiency, and reducing costs. The global chemical software market caters to the unique needs of the chemical industry, offering solutions for chemical analysis, process optimization, regulatory compliance, and product lifecycle management. BIM software facilitates collaborative design, construction, and operation of buildings and infrastructure. It integrates data and visualizations to improve project coordination, efficiency, and sustainability throughout the building lifecycle.

Research Analysis

Simulation and analysis software is a critical tool for various industries, enabling the modeling and analysis of complex systems and processes. The market for this software is driven by the increasing need for computing power and the adoption of cloud technology. In operations, simulation software is used to optimize processes, identify operational inefficiencies, and improve training processes. The healthcare industry utilizes simulation software for patient care training and disease modeling. In gaming, virtual testing techniques are used to create realistic animations and virtual reality experiences. In industries such as automotive and military, simulation software is essential for power grid planning, cost reduction, and the development of new technologies like AI-related technologies and virtual testing techniques. Data formats and integration are key considerations for the software, as is performance assessment and progress monitoring. The cloud segment is gaining popularity due to its cost-effectiveness and flexibility. Simulation software is also used in areas like CO2 emissions reduction and military weapons design.

Market Research Overview

The Simulation and Analysis Software Market is a dynamic and evolving industry that utilizes computing power and cloud technology to create virtual environments for various applications. In the operations sector, simulation software is used to optimize processes, reduce operational inefficiencies, and provide a risk-free environment for training proficient individuals. The simulation domain extends to engineering, healthcare, gaming, software design, and more. Innovative ideas in this field include the use of AI-related technologies, virtual testing techniques, and virtual reality (VR) for autonomous vehicles and electric vehicles (EVs). The cloud segment is a significant growth area, enabling cost-effective access to simulation software and data integration. The market also caters to defense initiatives, with applications in power grid planning, electromagnetic field simulation, computational fluid dynamics, and structural analysis. Security, data formats, and intellectual property are critical considerations in this market, along with ethical considerations and the integration of 5G and cyber threats. Industries such as aerospace, automotive, and semiconductors rely on simulation software for validation and systems modeling.

Table of Contents:

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

End-userAutomotiveAerospace And DefenseIndustrial ManufacturingHealthcareOthersDeploymentOn-premisesCloudGeographyNorth AmericaEuropeAPACSouth AmericaMiddle East And Africa

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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