Pear is an early-stage venture fund founded by Pejman Nozad and Mar Hershenson. Their co-founding managers have historically seeded very early stage tech start-ups such as Doordash, Guardant Health, Gusto, Viz.ai, Dropbox, Lending Club, Zoosk, Addepar, Path and many others. Their motto is simple: they invest in exceptional founders who are building amazing companies. They utilize every resource they have to assist their founders and entrepreneurs shape the future.

Pear VC

Mayfield is a global venture capital firm with a people-first philosophy and a 50+ year track record of inception and investing, partnering with founders to build iconic enterprise, consumer, and engineering biology companies. Since its founding, the firm has invested in more than 500 companies, resulting in 119 IPOs and more than 200 acquisitions, and currently has $2.5B under management.

Mayfield Fund

GSR Ventures is a venture capital firm focused on technology companies developing AI-enabled enterprise software, consumer platforms, and healthcare technology. The firm backs entrepreneurs building disruptive businesses that have the potential to dominate multi-billion dollar markets. GSR Ventures currently manages about $3.7 billion across its funds.

GSR Ventures

Plug and Play is a seed and early-stage investor focused on great teams leading emerging growth companies.  Plug and Play runs 12 industry-specific accelerator programs twice a year, that acts as a platform for major corporations and high quality startups to connect and collaborate.  Located in the heart of Silicon Valley, Plug and Play participates in Seed, Angel and Series A funding where they often co-invest with their strategic partners. Through years of experience and as part of their network, Plug and Play has put together a world-class network of serial entrepreneurs, strategic investors, and industry leaders who actively assist the firm with its successful and growing investment portfolio.  SEED ROUND. Plug and Play participates in seed round investing through a program called Startup Camp. Startup Camp is a 10-week program based in Silicon Valley for top-notch entrepreneurs to work intensively on building out their business model. Select startups will refine their business models and prototypes with help from a combination of structured workshops, speaker series and mentorship sessions, as well as active coaching from their investment team. At the culmination of Startup Camp, founders will have crystalized their business plans and pitched their company to the venture capital community at EXPO Demo Day.''  ANGEL ROUND Plug and Play makes angel round investments throughout the year, sourced from their monthly Plug and Play Angels (PAPA) sessions. They are partnered with local angel investors in Silicon Valley who participate in PAPA to find the most promising startups and best new technologies.  SERIES A. Series A typical Series A round is in the range of $2 million to $10 million, and is intended to provide operating capital for the company for six months to two years. This round capitalizes the company as it develops its products, performs initial marketing and branding, acquires talent, and conducts other early-stage business operations. It is in this stage that Plug and Play will co-invest with over 180 venture capital partners.  Plug and Play has helped grow market leaders such as PayPal, Danger, Google, DropBox, LendingClub, Zoosk, SoundHound, CreditSesame, Skytree, and has over 400 more early-stage startups in its portfolio.

Plug and Play

Osage University Partners is a venture capital firm focused on investing in startups that are commercializing university technologies. Osage partners with research universities to invest in their innovative startups shareing its investment profit with partner institutions. The firm invests in software, hardware, and life science companies at all stages of company development. To date, it has partnered with over 80 universities, including 36 of the top 50 U.S. institutions by research expenditures, and has invested in over 50 of their spinouts.

OUP (Osage University Partners)

Infrastructure Leasing & Financial Services Limited (IL&FS) is one of India's leading infrastructure development and finance companies. IL&FS has developed the requisite capabilities to take infrastructure projects from concept to commissioning

Infrastructure Leasing & Financial Services Limited

Each of the 20 companies accepted into the SkyDeck full cohort will receive investment of $200,000 from the Berkeley SkyDeck Fund. Each of the 10 startups accepted into SkyDeck Europe will receive investment of €145,000 from our dedicated European Fund. Berkeley SkyDeck is UC Berkeley’s global startup accelerator. Named in Forbes as a top five U.S. university accelerator, SkyDeck combines hands-on mentorship with the vast resources of its research university. Participating startups have access to SkyDeck’s 480 advisors, 50 industry partners, and a network of more than 510,000 UC Berkeley alumni.

SkyDeck Berkeley

Dorm Room Fund is the strongest community of entrepreneurial students in the nation. Built by students and powered by First Round, we provide founders with a strong network of investors, world-class mentors, and a $20,000 check.

Dorm Room Fund

Headquartered at UC Berkeley, the CITRIS Foundry accelerator supports entrepreneurs who are working to commercialize cutting-edge technology within their scientific field. Our founders are scientists, engineers, builders, and hackers from top-tier research universities.

CITRIS Foundry

GiTV is a venture capital investing into IoT technology businesses.

Global IoT Technology Ventures, Inc.

They like to partner the entrepreneur that is trying to avoid doing the commonplace; one that is growing with the current trend but is preparing to lead the next trend. You are a mature India based businessman; you are a tech-savvy entrepreneur returning from overseas; or you are a corporate/scientific establishment employee â€¦all are appealing to them, your drive to make a difference is what they are looking for.

VenturEast

THK Manufacturing of America manufactures and ships Linear Guides based out of Hebron, Ohio. Their company name ''THK'' stands for '' Toughness”, ''High Quality'', and ''Know-how.''  They aim to contribute to the improvement of society and development of industry by focusing on these three principles in their technology development and product manufacturing processes.

Founded in 2001, Tiger Global Management, LLC (“Tiger Global”) is a New York-based investment firm pursuing a long-term approach to investing in leading, global public and private companies that leverage technological innovation. Tiger Global’s public equity business includes fundamentally oriented long/short, long-focused and crossover strategies, targeting investments in high-quality, public growth companies. The private equity business invests in early through late stage companies that pursue innovative approaches to new and existing industries, building on over 20 years of experience investing in hundreds of businesses in more than 30 countries with more than 90 portfolio company IPOs. With a strong track record investing across sectors and stages, Tiger Global aims to be a thought partner to companies and their management teams across their lifecycle in public and private markets. The Firm’s mission is to generate world-class returns for its investors and to do so in a way that makes its employees, partners and portfolio companies proud.

Tiger Global Management

KOIS is a firm specialized in impact investing.

KOIS

Infinite Uptime

Infinite Uptime provides an IoT platform that automates predictive maintenance for industrial machines, with an initial focus on the manufacturing industry. Infinite Uptime provides an all-in-one industrial solution with hardware, cloud analytics, and control software to monitor equipment, diagnose problems, and drive smart decision making.

<div>Based in India, Infinite Uptime is a developer of predictive maintenance solutions for industrial assets. This includes remote condition monitoring, data-driven machine diagnostics, and digital reliability services using intelligent data analytics. The company targets industries like cement, steel, metals, FMCG, chemicals, tires, pharmaceuticals, oil and gas, and automotive.</div>

Using data and automation to achieve 24/7 production.

Smart Factory

Infinite Uptime is a startup specializing in the provision of digital twin maintenance and monitoring solutions, with a focus on mitigating unplanned downtime and enhancing overall efficiency in manufacturing facilities. The company, founded in December 2015, uses a blend of AI, precision analytics, and industrial IoT to collect and interpret machine data, allowing it to identify potential issues before they lead to downtime. Moreover, Infinite Uptime's platform aids in identifying areas where efficiency can be improved, granting maintenance teams the ability to take preemptive corrective action and providing valuable insights into overall plant performance.

Using real-time data to create dynamic virtual representations of the real world

Digital Twin

Infinite Uptime on LinkedIn: #wearehiring #infiniteuptime #wearehiring #hiringalerts #careers…

<div>
 
 Based in India, Infinite Uptime is a developer of predictive maintenance solutions for industrial assets. This includes remote condition monitoring, data-driven machine diagnostics, and digital reliability services using intelligent data analytics. The company targets industries like cement, steel, metals, FMCG, chemicals, tires, pharmaceuticals, oil and gas, and automotive.
 
 
 Infinite Uptime&rsquo;s main product is the Industrial Data Enabler (IDE), which utilizes proprietary hardware and software solutions. It enables businesses to actively monitor their machinery in real time, leading to decreased downtime and enhanced operational efficiency. Some features offered by the IDE platform are real-time condition monitoring with cloud data backup, smart dashboard for live monitoring and predictive data analytics, fault diagnosis and prescriptive maintenance, digital twin scenario reports, remaining useful life and downtime prediction, and providing post-maintenance procedure and health score improvement reports.
 
 
 The company has offices in the US, India, and Dubai.
 
 
 Key customers and partnerships
 
 
 As of May 2023, the company served over 300 global customers with 19,200 monitoring locations, and 4,500 active users. Some of its customers include Vedanta, JSW Steel, Hyundai, Borosil, Ceat, and Adani.
 
 
 Funding and financials
 
 
 In May 2023, Infinite Uptime raised USD 18.8 million in a Series B3 funding round led by Tiger Global to invest in research and product development, expand capabilities, and further strengthen its global market share.
 
 
 
</div>

<div>
 
 Righthand Robotics provides autonomous robotic picking solutions called RightPick. It utilizes a smart gripper, machine learning, and computer vision to imitate human hand-eye coordination. It develops software and hardware for predictable order fulfillment at scale with flexibility. The company&rsquo;s solutions can be utilized in industries such as apparel, grocery, pharmaceuticals, and electronics. It is based in Massachusetts and has an office in Tokyo, Japan. The company is focused on expanding its European operations, having opened an office in Frankfurt, Germany, in March 2020.
 
 
 In 2019, the company launched the second generation of its piece-picking robotic solution, &ldquo;RightPick2,&rdquo; which includes enhancements to hardware and software. The upgrades included a fifth-generation industrial gripper with the capacity to lift up to 4.4 lbs, new depth-sensing cameras from Intel, and an improved arm from Universal Robots. In 2021, the company launched &ldquo;RightPick 3,&rdquo; with improved picking speeds, capacity to handle a broader item range, and with capabilities for dense packing and damage-free item handling. 
 <a href="https://sp-edge.com/updates/25875">
 In January 2024,
 </a>
 it launched &ldquo;RightPick 4&rdquo; with enhanced AI, sensor suite, and new hardware that allow the system to extend its item-picking range, handle items more efficiently, and enhance system autonomy.
 
 
 In February 2022, the company raised USD 66 million in a Series C round bringing its total funding to USD 100.3 million. The funds were expected to be used to accelerate product and business development, scale global presence by expanding the partner network, expand offices, and acquiring new talent to support overall growth plans. Subsequently, in March 2022, the company announced the launch of its 
 <a href="https://sp-edge.com/updates/9203?industryIds=6">
 partner integrator program,
 </a>
 to complement its robotic piece-picking solutions with warehouse technologies and solution providers to cater to the broad ecommerce order fulfillment market. In May 2022, AutoStore integrator in South Korea Asetec also joined the program.
 
</div>

RightHand Robotics

<div>
 
 SparkCognition is an AI analytics startup offering four deep learning product solutions: Darwin (automated model-building software), DeepArmor (AI-powered cybersecurity), DeepNLP (NLP solution), and SparkPredict (analytics solution utilizing sensor data). These products deliver actionable insights, predict machine issues via historical maintenance data, and provide security from cyber threats. These products can be deployed across multiple industries, such as manufacturing, defense, utilities, oil and gas, and aviation. 
 
 
 SparkCognition&rsquo;s clientele comprises large companies such as Boeing, Hitachi, and British Petroleum. It has also built partnerships with Google for cloud platform services, Hewlett-Packard Enterprise to offer AI predictive maintenance on HPE Edgeline Converged Edge Systems, and OSIsoft to integrate SparkCognition&rsquo;s machine learning technology with OSIsoft&rsquo;s PI system to improve data and process data analytics.
 
 
 The company&rsquo;s most recent funding round was Series D funding worth USD 123 million in January 2022 from March Capital, Doha Venture Capital, B. Riley Venture Capital, AEI Horizon X, Temasek, and several others. The funds were intended to be used to invest in R&amp;D, accelerate sales and marketing, facilitate organic and inorganic growth, and also for the working capital requirements of the company. In March 2022, the company acquired Indian visual AI startup 
 <a href="https://sp-edge.com/updates/9370?industryIds=6">
 Integration Wizards
 </a>
 to expand its intellectual property (IP) portfolio to improve vision capabilities. The company has reported a 2x increase in revenue YoY in 2021.
 
</div>

SparkCognition

Kinta AI provides an automated production planning platform for manufacturing that uses advanced AI algorithms and simulation techniques. Using existing operational data, a SaaS solution is deployed that can be integrated with existing management execution systems (MES), enterprise resource planning (ERP), and Industry 4.0 tools in the factory. The software looks to have cross-functional communication across the factory to eliminate any bottlenecks that delay resolving breakdowns. Kinta AI has partnered with Flex (an electronics manufacturer) and BASF (a chemical company).Kinta AI’s most recent financing was a Series A funding round worth USD 5.5 million in April 2021 led by Lachy Groom’s LGF and Shine Capital. The funds will be utilized to scale operations in existing general industrial client factories and implement the Kinta AI platform in new client factories.

Kinta AI

<div>
 
 Sight Machine provides a digital manufacturing platform enabled by AI. It creates a digital twin of both assets and processes to help manufacturers improve processes, quality, and productivity. It can also gather data from machines of various manufacturers supplying actionable insights for predictive maintenance, quality improvement, capacity utilization, among other benefits. In October 2022, the company released 
 <a href="https://sp-edge.com/updates/13696?industryIds=6">
 Sight Machine Blueprint
 </a>
 to offer manufacturers with advanced data analytics solutions.
 
 
 Sight Machine has established partnerships with large global companies such as Microsoft, Google, and Amazon Web Services (AWS) for their cloud platforms and Fujitsu (system integrator) to help with wide deployments. Sight Machine, which caters to at least 15 verticals, such as food and beverage, electronics, and automotive, is on the move to expand into more verticals. It has global clients of Fortune 500-caliber, including Nissan, Heineken, Westrock Co., and Asian Paints. Sight Machine&rsquo;s most recent funding round was Series C funding worth USD 29.4 million in April 2019, led by LS Group. The funds were to be used to expedite the company&rsquo;s growth.
 
 
 Funding and financials
 
 
 In December 2023, 
 <a href="https://sp-edge.com/updates/25200">
 Sight Machine received a low double-digit million euro investmen
 </a>
 t from TeamViewer to improve industrial digitalization and enhance manufacturing efficiency.
 
 
 
</div>

Sight Machine

Overview uses smart cameras and AI to monitor manufacturing equipment and robots and identify defects in real time before significant damage or downtime is incurred. The technology has a repository of machine data so that there is a traceable visual record of all units. With AI, the cause of production issues and quality concerns can be identified either on-site or remotely. The company claims over time, the deep learning computer vision algorithms allow for any sudden substantial increases in production and improved yields. Funding and financialsIn February 2022, the company raised USD 10 million in series A funding to be used to expand operations and business reach.

Overview

Companies that provide robotic fleet management software, robotic automation software, and inspection software.

Companies that provide an industrial IoT platform across factories as the primary offering.

Companies that provide cobots, sorting/ picking robotics, modular production robotics, and microfactories.

Companies that focus on data analytics for operations streamlining and process optimization, and may offer predictive maintenance.

Companies that provide autonomous mobile robots (AMR) or self-driving vehicles (SDV) used in manufacturing/ factory operations.

Companies that monitor the manufacturing equipment and assembly lines.

Companies that provide predictive maintenance as a primary offering. 

Creates digital twins of assets and processes to help manufacturers improve processes, quality, and productivity

Connected devices, sensors, IoT, and analytics are used to optimize factory operations

Uses advanced robotics, AMRs, and related software to improve the efficiency of factory operations

Uses connected devices and sensors to gather data—IIoT, predictive analysis, and equipment inspection

Uses AI/ML to analyze data for predictive maintenance and AI-based vision systems for line inspections

5G standard allows for faster reaction times and supports high connection densities

Uses edge computing for data processing at the edge

Some companies in the predictive maintenance space uses generative AI to generate possible alternative scenarios

Infinite Uptime is a startup specializing in the provision of digital twin maintenance and monitoring solutions, with a focus on mitigating unplanned downtime and enhancing overall efficiency in manufacturing facilities. The company, founded in December 2015, uses a blend of AI, precision analytics, and industrial IoT to collect and interpret machine data, allowing it to identify potential issues before they lead to downtime. Moreover, Infinite Uptime's platform aids in identifying areas where efficiency can be improved, granting maintenance teams the ability to take preemptive corrective action and providing valuable insights into overall plant performance.What sets Infinite Uptime apart is its comprehensive suite of features designed to tackle the common issues in manufacturing facilities, such as wear and tear, deterioration, and heightened vibrations. The platform offers real-time condition monitoring, data-driven machine diagnostics, digital reliability services, and cloud data backup support. Furthermore, its smart dashboard provides live monitoring capabilities and the ability to forecast Remaining Useful Life (RUL) and downtime, enabling businesses to strategize and execute timely maintenance actions.As of June 2024, the company had digitized 393 plants globally with 36,340 monitored equipment and 8,500+ active users.Key customers and partnershipsAs of May 2023, the company has a customer base with 300+ customers, including key names such as Tata Group, Schlumberger, Ceat Tyres, Aditya Birla Group, and Coca-Cola.Funding and financialsIn <a href="https://sp-edge.com/updates/18775">May 2023</a>, the company raised USD 18.9 million in Series B3 funding led by Tiger Global, along with participation from other existing investors. The proceeds were used to support market share growth and expansion of its capabilities, along with investment in R&amp;D.

Norway-based Cognite is a provider of digital twin modeling software for an entire operation through complex industrial data. With machine learning and physics simulators, companies are able to use these for predictive maintenance, production optimization, and better decision-making.&nbsp;Its main solution Cognite Data Fusion offers an open industrial digital twin by integrating IT, operational, and engineering data from sources such as ERPs, MES, and IoT platforms. The data is cleaned and contextualized into a single location and turned into insights for actionable advice, which then is used to build and automate workflows. The company claimed to be the first company to <a href="https://sp-edge.com/updates/17445">achieve DNV-RP-A204 compliance </a>for its core product, Cognite Data Fusion.&nbsp;In <a href="https://sp-edge.com/updates/16217">February 2023</a>, the company advanced with new data-modeling capabilities to accelerate (up to 10–25x) deployments of industrial digital solutions and reduce cost and complexity for users. In <a href="https://sp-edge.com/updates/25399">January 2024</a>, the company launched the beta version of a GenAI remote operations control room at the Celanese facility to deliver real-time operational transparency.&nbsp;Key customers and partnershipsThe company provides its solution mainly to the oil and gas, power and utilities, and manufacturing sectors. Its key customers include Siemens and Rockwell Automation.&nbsp;The company had partnered with Microsoft in January 2024 to integrate Cognite Data Fusion with Microsoft Fabric and deliver an AI-powered industrial data operations solution. In June 2022, Cognite formed a joint venture, CNTXT, with Saudi Aramco to provide its digitization services in the Middle East region for the private and public sectors. Also, in October 2022, the company partnered with industrial automation company Rockwell Automation to develop an industrial data hub for the manufacturing sector by combining Rockwell’s software, FactoryTalk, and the Cognite Data Fusion.Furthermore, in September 2022, the company partnered with Schlumberger to integrate the Cognite Data Fusion to Schlumberger’s Enterprise Data Solution to contextualize data in an interoperable platform.&nbsp;Funding and financialsThe company raised USD 150 million in May 2021 in an equity funding round from TCV, which brought the valuation of the company to USD 1.6 billion. The funds were allocated toward expanding its platform to global industries.&nbsp;Furthermore, in January 2022, petroleum and gas company Saudi Aramco purchased 100% of Aker BP's shares in Cognite to own a majority stake of 7.4% at a value of USD 183 million.

Cognite

Nexar is a developer of smart dash cams that gathers real-time street footage to create a digital twin of the physical world and provide data to users for decision-making. As of June 2024, the company had covered over 1.5 billion miles of imagery and holds 4T images in a neural library.&nbsp;Using AI and computer vision, captured images and videos from cars are localized on a map to detect any changes in roads to provide actionable changed data across the platform CityStream and Nexar network. The platform provides features such as detecting changes on the road (such as road blockages, potholes, and construction), driver behavioral maps, autonomous vehicles systems, and compute and connectivity optimization.&nbsp;In August 2022, the company acquired Portugal-based Veniam to combine its data with Veniam’s communications technology and provide real-time mapping for mobility applications.&nbsp;Key customers and partnershipsThe company operates a B2B business model providing its services to enterprises and institutions in the logistics, road construction, and insurance industries. Its key customers include the Regional Transportation Commission of Southern Nevada, which partnered with Nexar in May 2021 to improve road management in Las Vegas. Also, in August 2021, the company partnered with Black Car Fund to provide cameras for Black car operators (rideshare drivers) in New York to protect Black Car Fund members in the case of accident or assault.&nbsp;It also partnered with AWS to deploy images, videos, and AI detections using AWS.&nbsp;Funding and financialsThe company raised USD 53 million in November 2021 in a Series D funding round led by Qumra Capital. The funds were used to scale its digital twin service using dash cam footage for automotive OEMs and cities.

Nexar

Seeq is a provider of data analytics enabling insights, predictions, and collaboration for better production and business outcomes.The company’s product portfolio includes softwares for data analytics including 1) Seeq Workbench for advanced analytics, 2) Seeq Organizer for publishing reports and dashboards, 3) Seeq Data Lab for accessing Python libraries, and 4) Seeq Cortex for IT governance, data connectivity, and calculation features. Furthermore, the company provides deployment via cloud, SaaS solutions, and on premise depending on the customer’s system.Key customers and partnershipsThe company provides its services in more than 40 countries focusing on process manufacturing industries, including oil and gas, pharmaceutical, chemical, energy, mining, and food and beverage. In June 2024, Seeq partnered with Equinor, an international energy company, to leverage Seeq's platform across Equinor's global assets.Seeq’s software is built on long-term vendor partnerships such as SIsoft, Honeywell (since 2017), and Siemens (since 2017). Seeq has also partnered with Amazon Web Services (AWS) and Microsoft Azure to develop features specific to their offerings, recognizing Seeq's expertise in providing cloud solutions for the manufacturing and industrial sector. Other partners include Schneider Electric and Inductive Automation.

Seeq

Q Bio provides a predictive assessment platform to analyse existential risk in an individual’s health. The company claims its platform, Gemini Digital Twin, is the fastest and safest scanner, which takes 15 minutes for the whole body to be scanned.&nbsp;The company provides the Q Exam, which gathers millions of data points from the individual’s body, such as blood, saliva, and vitals, and sends results via a web-based Q Dashboard to the individual’s physicians. Data is facilitated via the Gemini platform that captures whole body patient vitals in a non-invasive manner.&nbsp;&nbsp;The company operates a B2B2C business model offering services via employers and to individuals. It charges membership plans for one year at USD 3,495 for one exam and USD 6,495 for two exams.&nbsp;Q Bio's is developing the Mark I scanner which uses proprietary tensor field mapping technology to offer full-body scans with 3,000 anatomical measurements in just 10 minutes, creating digital twins and large biological models for health insights. In <a href="https://sp-edge.com/updates/31878">July 2024</a>, Q Bio secured USD 27 million in strategic funding to propel the Mark I scanner toward market launch.&nbsp;Key customers and partnershipsIn May 2021, the company partnered with Amazon Web Services to provide Q Bio’s services on its cloud platform.

Q Bio

Israel-based Locusview has developed a digital construction management platform to allow companies to manage projects from start to end. The platform is supported by technological capabilities in physical assets, such as plastic and steel pipes, to enable a digital thread (information of an asset such as model or size) and for supply chain and asset traceability.&nbsp;The platform provides features to manage construction projects in and off the field including GPS and sensor-based data collection, fieldwork validations, cloud-based deployment and scaling, real-time progress tracking, online approvals, and built-in reports. Furthermore, companies can lease the complete solution or get a consultation for a customized solution.The company operates a B2B business model, providing its services mainly to the energy, utilities, and telecom industries.&nbsp;Key customers and partnershipsThe company’s customer base includes more than 30 leading energy utilities and telecom companies. The company has a market presence in India, the US, Australia, Mexico, the UK, and Israel.&nbsp;The company had partnered with Esri to offer a complete end-to-end solution for Esri-based utilities. &nbsp;&nbsp;&nbsp;Funding and financialsThe company raised USD 64 million in April 2021 in a Series A funding round led by Israel Growth Partners. The funds were used to expand the platform capabilities and for market expansion.

Locusview

Companies that facilitate the creation of digital twins to monitor and maintain assets, including buildings and network infrastructure.

Platforms that facilitate digital twin modeling by either collectively or individually offering any combination of data capture and analytics solutions.

Companies offering digital twins to gain insights for use in commercial planning, logistics and distribution, and other supply chain processes.

Companies that offer digital twins to assess risks and recommend solutions in areas such as disaster management, DNA testing, clinical trials (to simulate effects of treatments), etc.

Used to design and build components contributing to smart cities, roads, airports, public transportation systems, etc.

Digital twins are the primary enabling technology for the digital twin industry

Startups can create digital twins of cities; enables modeling/simulation to improve efficiency/quality of life

Digital twins can be applied in the telecommunications industry for remote monitoring of communication towers

Startups can use digital twins to automate and proactively monitor industrial production lines and facilities

Uses edge computing for cost-effective and real-time data processing by reducing transmission costs

Uses AI/ML for the creation of digital twins and when running simulations

Digital twin startups use IoT for remote data collection from sensors to create digital twins

Infinite Uptime

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