Technology
Data Wrangling Market to Expand by USD 1.49 Billion from 2024-2028, Benefits of Data Wrangling Solutions Drive Revenue, Report on AI-Redefined Market Landscape – Technavio
Published
2 years agoon
By
NEW YORK, Nov. 7, 2024 /PRNewswire/ — Report with market evolution powered by AI – The global data wrangling market size is estimated to grow by USD 1.49 billion from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of 14.8% during the forecast period. Numerous benefits provided by data wrangling solutions is driving market growth, with a trend towards rising need of technology in healthcare sector. However, lack of awareness of data wrangling tools among smes poses a challenge.Key market players include Altair Engineering Inc., Alteryx Inc., Dataiku Inc., DataRobot Inc., Dell Technologies Inc., eXalt Solutions Inc., Hitachi Ltd., Ideata Analytics, Impetus Technologies Inc., Innovative Routines International (IRI) Inc., International Business Machines Corp., Medallia Inc., Microsoft Corp., Oracle Corp., Rapid Insight Inc., SAS Institute Inc., Teradata Corp., TIBCO Software Inc., Wipro Ltd., and Zoho Corp. Pvt. Ltd..
AI-Powered Market Evolution Insights. Our comprehensive market report ready with the latest trends, growth opportunities, and strategic analysis- View Free Sample Report PDF
Forecast period
2024-2028
Base Year
2023
Historic Data
2018 – 2022
Segment Covered
Sector (BFSI, Government and public sector, Healthcare, and Others) and Geography (North America, Europe, APAC, Middle East and Africa, and South America)
Region Covered
North America, Europe, APAC, Middle East and Africa, and South America
Key companies profiled
Altair Engineering Inc., Alteryx Inc., Dataiku Inc., DataRobot Inc., Dell Technologies Inc., eXalt Solutions Inc., Hitachi Ltd., Ideata Analytics, Impetus Technologies Inc., Innovative Routines International (IRI) Inc., International Business Machines Corp., Medallia Inc., Microsoft Corp., Oracle Corp., Rapid Insight Inc., SAS Institute Inc., Teradata Corp., TIBCO Software Inc., Wipro Ltd., and Zoho Corp. Pvt. Ltd.
The healthcare sector encounters numerous challenges, such as managing disease outbreaks and enhancing operational efficiency. With an influx of daily data, including patient details, medical history, treatment records, and payment information, healthcare organizations require solutions to prepare, clean, and format this data for insightful analysis. Data wrangling plays a vital role in this process by transforming raw data into structured formats. During the COVID-19 pandemic, data wrangling tools became essential for cleaning and organizing patient data, enabling quick decision-making. As healthcare adopts advanced technologies like AI and machine learning, the demand for data wrangling solutions increases, as these technologies rely on clean, structured data for accurate predictions and insights. The growing focus on personalized medicine and patient-centric care necessitates integrating diverse data sources, further emphasizing the importance of data wrangling for managing complexity and improving decision-making, patient outcomes, and healthcare system efficiency. As healthcare data volume expands, data wrangling’s role in driving innovation and quality care will continue to grow, positively impacting the market’s growth during the forecast period.
In today’s digital world, businesses are generating and collecting massive amounts of data. This data needs to be processed and transformed into valuable insights to drive business growth. Trends like digital transformation, big data analytics, and e-commerce are leading the charge in data usage. Data integration, structuring, and transformation are key areas of focus for professional services and consulting firms. Data security is paramount, with encryption, access controls, and data protection laws ensuring data privacy. Technology hubs are emerging as centers for innovation in data munging, information mapping, and enterprise mobility. Industries like healthcare, telecommunications, financial services, and insurance are leveraging cloud solutions for data analysis. Data quality, edge computing, and financial services are also seeing significant investment. Anomalies in data require attention, with cloud-based analytics and data lineage tools helping to identify and address them. Metadata management, data cataloging, and data cleaning are essential for data unification and self-service data preparation. Big data, digitalization, finance, IoT devices, smart cities, and life sciences are all driving the need for data analysis tools. Data loss prevention is a critical concern, with firms investing in solutions to mitigate risk. Overall, the data wrangling market is thriving, with innovation and growth expected to continue.
Insights on how AI is driving innovation, efficiency, and market growth- Request Sample!
• Data wrangling refers to the process of extracting valuable insights from raw data using advanced technologies like machine learning and big data analytics. Small and medium-sized enterprises (SMEs) primarily use conventional Extract, Transform, Load (ETL) tools due to their user-friendly interface and affordability. However, these tools lack the necessary functionality for SMEs to fully adopt data wrangling technology, limiting its growth potential. Moreover, in developing countries such as China and India, where there is a high concentration of businesses, the lack of awareness about data wrangling techniques among SMEs will hinder market expansion during the forecast period.
• In today’s business world, managing data effectively is crucial for success. However, data wrangling presents several challenges for organizations. These include information mapping to connect data from various sources, enterprise mobility to access data on-the-go, ensuring data quality, and implementing edge computing for real-time analysis. Industries like financial services, insurance, and life sciences face unique data challenges. Cloud solutions offer scalability and flexibility, but data loss and security are major concerns. Data analytics tools help make sense of big data, but data lineage, metadata management, and data cataloging are essential for maintaining data accuracy. Self-service data preparation is important for enabling business users, while AI and machine learning require data cleaning and unification. Data management, data preparation, and real-time analysis are key for IT and telecom, while data governance is crucial for large enterprises and SMEs alike. IoT devices and smart cities generate vast amounts of data, requiring multi-cloud strategies and hybrid cloud solutions. Data analytics is the end goal, but data loss, data security, and data privacy are ongoing challenges that must be addressed.
Insights into how AI is reshaping industries and driving growth- Download a Sample Report
This data wrangling market report extensively covers market segmentation by
Sector 1.1 BFSI1.2 Government and public sector1.3 Healthcare1.4 OthersGeography 2.1 North America2.2 Europe2.3 APAC2.4 Middle East and Africa2.5 South America
1.1 BFSI- The BFSI sector’s reliance on data wrangling has grown significantly due to the digitization of services and the resulting generation of large volumes of data. Data wranglers optimize operational processes and provide insights to agents for effective online customer interaction. They reduce data preparation time by more than 15 times, enabling a 360-degree client view. With massive data generation, proper management is crucial to prevent unwanted events like data breaches. The Royal Bank of Scotland, serving over 30 million customers globally, uses data wranglers to extract insights from unstructured data, particularly web chats. These factors are driving the demand for data wrangling solutions in the BFSI sector, ensuring secure and efficient data management.
Download complimentary Sample Report to gain insights into AI’s impact on market dynamics, emerging trends, and future opportunities- including forecast (2024-2028) and historic data (2018 – 2022)
The Data Wrangling Market is experiencing significant growth due to the increasing volume, variety, and velocity of data being generated across industries. Data loss and theft continue to be major concerns, driving the need for data management and security solutions. Artificial intelligence and machine learning are revolutionizing data analysis by automating data preparation and enabling real-time analysis. Cloud-based solutions and multi-cloud strategies are becoming increasingly popular for data management, offering flexibility and scalability. Data munging, information mapping, and data cleaning are essential data preparation tasks for ensuring data quality. Finance, insurance, and IoT devices are generating massive amounts of data, making data unification and self-service data preparation crucial. Big data and real-time analysis are transforming industries like finance and smart cities, requiring edge computing to process data at the source. Data analytics is at the heart of these trends, enabling businesses to gain valuable insights and make informed decisions.
The Data Wrangling Market is experiencing significant growth due to the increasing demand for Artificial Intelligence (AI) and Machine Learning (ML) applications in Data Analytics. Businesses are focusing on Data Management and Preparation to derive valuable insights from their data. Real-time analysis is becoming essential for Large Enterprises and SMEs in IT and Telecom, Finance, Healthcare, Telecommunications, E-commerce, and other sectors. On-premises and Cloud-based solutions are popular for Data Management, with Multi-cloud strategies and Hybrid cloud gaining traction. Data Security and Governance are top priorities, with Digital Transformation driving the adoption of Big Data Analytics, Data Integration, and Data Transformation. Data Structuring, Professional Services, and Consulting are crucial for Data Encryption, Access Controls, and Data Protection Laws. Technology hubs are investing in Data Analytics Tools and Edge Computing to support Digitalization and IoT devices. Data Quality, Anomalies, and Cloud-based Analytics are key areas of focus, along with Data Lineage, Metadata Management, Data Cataloging, Data Cleaning, and Data Unification. Self-service Data Preparation and Big Data are transforming industries such as Life Sciences, Finance, and Insurance. Data Loss prevention is a growing concern, with a need for advanced Data Analytics and AI-driven solutions. The market is expected to continue growing, driven by the increasing importance of Data in the Digital Age.
1 Executive Summary
2 Market Landscape
3 Market Sizing
4 Historic Market Size
5 Five Forces Analysis
6 Market Segmentation
SectorBFSIGovernment And Public SectorHealthcareOthersGeographyNorth AmericaEuropeAPACMiddle East And AfricaSouth America
7 Customer Landscape
8 Geographic Landscape
9 Drivers, Challenges, and Trends
10 Company Landscape
11 Company Analysis
12 Appendix
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.
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/
View original content to download multimedia:https://www.prnewswire.com/news-releases/data-wrangling-market-to-expand-by-usd-1-49-billion-from-2024-2028–benefits-of-data-wrangling-solutions-drive-revenue-report-on-ai-redefined-market-landscape—technavio-302297205.html
SOURCE Technavio
You may like
Technology
OASE+ and Elsevier Agree Next-Phase Read and Publish Agreement to Expand Open Access Publishing in Japan
Published
11 minutes agoon
October 26, 2026By
A new three-year term removes the annual cap on open access publishing under the Read and Publish agreement and extends eligibility beyond universities
TOKYO, Oct. 26, 2026 /PRNewswire/ — OASE+ (Open Access for Scholarly Empowerment +), the collective negotiating body established with Japanese government support to advance the country’s national open access policy, and Elsevier, a global leader in advanced information and decision support, have agreed a read-and-publish agreement covering 2027 to 2029.
The agreement further develops the framework established by Elsevier in partnership with the Japan Alliance of University Library Consortia for E-Resources (JUSTICE) for 2024 to 2026. Under this framework Japanese research institutions are able to expand open access publishing at a pace suited to their individual circumstances while maintaining access to scholarly journals.
From 2027, researchers at participating institutions will be able to publish open access in eligible Core Hybrid journals, subject to the terms of the agreement and without an annual cap on the number of open access articles. The decision to publish open access will rest with the researcher and the research itself, giving researchers greater flexibility in choosing open access publishing and greater certainty in meeting their funders’ and institutions’ open access requirements.
A separate agreement applies the same approach to Cell Press. For institutions that subscribe to Cell Press Hybrid titles, reading access and open access publishing will cover the subscribed titles. The agreement will also have no annual cap on the number of open access articles and run from 2027 to 2029.
The agreement also extends eligibility for the first time beyond universities to national research and development agencies, opening participation to a substantial part of Japan’s publicly funded research base.
Japan is one of the world’s largest producers of scientific research. Wider open access publishing increases the international visibility of that research, supports collaboration across borders, and helps ensure Japanese findings inform science, practice and policy well beyond Japan. It also advances the objectives of the Japanese government’s National Policy on Promoting Open Access to Publicly Funded Scholarly Publications and Scientific Data.
The agreement follows extended discussions between OASE+ and Elsevier and reflects the findings of a survey of the needs of institutes that expressed interest in the Read and Publish agreement, as well as experience gained through the current framework.
Professor Yasuteru Shigeta of the University of Tsukuba, Chair of OASE+, said: “In 2024, OASE was established under the Japanese government’s ‘National Policy on Promoting Open Access to Publicly Funded Scholarly Publications and Scientific Data’. Through collaboration with JUSTICE, OASE has since strengthened its framework as OASE+. This enhanced structure enabled constructive negotiations with Elsevier, building upon the achievements and experience gained through the pilot proposal implemented for JUSTICE through 2026. As a result, we are pleased that researchers will be able to publish open access in Core Hybrid journals without any cap on the number of articles, and that Cell Press Hybrid journals are now also available under a Read and Publish agreement. While there should be multiple valid approaches to advancing open access, we hope that this agreement will serve as one of those pathways and help enhance the visibility of research from Japan to create positive impact.”
Gemma Hersh, Senior Vice President, Sales and Commercial Director, Primary Research, Elsevier, said: “We are delighted that this new agreement with OASE+ will enable us to further develop our long-standing partnership with the Japanese research community. We are grateful to OASE+ and the institutions that expressed interest in the agreement for the collaboration and pragmatism they brought to our discussions, and for helping to establish a framework with broader reach across Japan’s research base. Japan’s research is of global importance, and this agreement will help ensure more of it is openly available to researchers around the world.”
Further information is available from OASE+ and on Elsevier’s open access agreements page.
Notes to editors
A Read and Publish agreement combines, in a single contract, the subscription fees research institutions paid publishers for access to scholarly articles with the fees for publishing articles open access (article publishing charges, or APCs).
Core Hybrid journals are subscription-based journals that also give authors the option to publish individual articles open access. Under the 2027 to 2029 agreement, open access publishing in eligible Core Hybrid journals is available without an annual open access publishing limit.
Cell Press Hybrid journals are subscription-based Cell Press journals that also give authors the option to publish individual articles open access. A companion agreement covering 2027 to 2029 applies to Cell Press Hybrid journals, under which reading access and open access publishing are aligned to the Cell Press Hybrid journals an institution subscribes to, without an annual open access publishing limit.
Institutions that have expressed interest will not necessarily enter into the agreement immediately. Each institution reviews the terms and decides independently whether to participate, and contract commencement dates will vary. Institutions wishing to participate must submit an expression of interest through OASE+. As of October 21, 167 institutions have expressed interest in the agreement with Elsevier.
About OASE+
OASE+ (Open Access for Scholarly Empowerment +) is a team supported by the Japanese government working to establish a collective bargaining framework, led by universities and other research institutions, for negotiations with academic publishers. Through discussions with global academic publishers, OASE+ aims to contribute to the realization of the Japanese government’s National Policy on Promoting Open Access to Publicly Funded Scholarly Publications and Scientific Data.
OASE+ succeeds the activities of OASE, which was established in 2024, and operates as a joint initiative involving the Japan Alliance of University Library Consortia for E-Resources (JUSTICE) and OASE to promote open access to scholarly publications. For more information, visit the OASE+ website.
About Elsevier
Elsevier is a global leader in advanced information and decision support. For over a century, we have been helping advance science and healthcare to advance human progress. We support academic and corporate research communities, doctors, nurses, future healthcare professionals, and educators across 170 countries in their vital work. We help impact makers achieve better outcomes with research and clinical-grade solutions built on the world’s leading evidence-based scientific and medical content, precision AI, and expert human assessment. We champion inclusion and sustainability, working with the communities that we serve. The Elsevier Foundation supports research and health partnerships around the world.
Elsevier is part of RELX, a global provider of information-based analytics and decision tools for professional and business customers. For more information, visit www.elsevier.com and follow us on social media @elsevierconnect.
View original content to download multimedia:https://www.prnewswire.co.uk/news-releases/oase-and-elsevier-agree-next-phase-read-and-publish-agreement-to-expand-open-access-publishing-in-japan-302918039.html
Technology
uSMART and PIVOT Fintech Introduce GlobalSave Portfolios Balanced Strategy on FollowSmart
Published
11 minutes agoon
October 26, 2026By
SINGAPORE, Oct. 26, 2026 /PRNewswire/ — uSMART Securities (Singapore) Pte. Ltd. (“uSMART”) has announced the addition of the PIVOT- GlobalSave Portfolios Balanced Strategy to its FollowSmart platform. Managed by PIVOT Fintech Pte. Ltd. (“PIVOT”), the strategy is being made available through uSMART’s digital platform as part of the companies’ collaboration to provide investors with access to professionally managed investment strategies. Investors can find information about available strategies via the uSMART App at uSMART Securities.
Streamlining Operations for Fund Management Companies
Offering professionally managed investment strategies to a wider investor base can involve significant technology, operational and client servicing requirements. FollowSmart provides a digital workflow supporting account onboarding, trade implementation, position monitoring, valuation and client reporting. The platform is designed to help investment managers handle these operational processes while focusing on portfolio management.
Empowering Investors with a Digital Marketplace
For individual investors, FollowSmart provides a digital platform for exploring professionally managed investment strategies. Available strategies span different asset classes, global markets and risk profiles. Users can review information such as investment philosophy, historical performance and the credentials of the management team, and monitor their portfolios over time. These features may help investors assess which available strategies are relevant to their own objectives and circumstances.
The PIVOT- GlobalSave Portfolios Balanced Strategy
uSMART is acting as an authorized distributor of the PIVOT- GlobalSave Portfolios Balanced Strategy, which is managed by MAS-regulated PIVOT Fintech. The investment team is led by Victor Lye. The strategy uses a quantitative investment approach informed by Modern Portfolio Theory (MPT). It invests in U.S.-listed ETFs across equities, fixed income, commodities and real estate to build globally diversified portfolios. Asset allocation weights are adjusted in response to macroeconomic trends, with the objective of balancing expected returns and risk for medium- to long-term investors.
Expanding the FollowSmart Ecosystem
The addition of PIVOT Fintech is part of uSMART’s ongoing development of the FollowSmart platform and its network of investment managers. Other strategies recently added to the platform include the Global Quantitative Core Growth Strategy by Sunova Capital Management and the JMC Absolute Return Strategy by JMC Capital Asset Management. Together, these offerings provide investors with access to a range of professionally managed investment approaches.
About uSMART Securities (Singapore) Pte Ltd – uSMART Securities (Singapore) Pte Ltd, established on March 22, 2021, is the Singapore entity under uSMART Group (uSmart Holding Ltd.). The company holds a Capital Markets Services (CMS) Licence (Licence No. CMS101161) regulated by the Monetary Authority of Singapore (MAS). Based in Singapore, it provides financial services through the uSMART platform. Its products include US, Hong Kong, Singapore, Japan and UK stocks, options, futures, ETFs, funds, Contracts for Difference (CFDs) and forex products. Its services include trading tools, client account services, risk management arrangements and segregated client fund accounts.
About PIVOT Fintech – PIVOT Fintech Pte. Ltd. (UEN 201716150D) holds a Capital Markets Services Licence (CMS100806) regulated by the Monetary Authority of Singapore and serves as the Investment Manager of the Strategy. PIVOT’s investment team is led by its founder, Victor Lye, who has over 35 years of senior leadership experience across wealth management, insurance, fintech, and artificial intelligence. He holds a First-Class Honours Degree in Economics and Accounting from the University of Adelaide and is a Chartered Financial Analyst (CFA) and Certified Financial Planner (CFP).
Risk Disclaimer – Investment involves risks. Past performance is not indicative of future performance. Investors should carefully consider their investment objectives, financial situation and risk tolerance before making any investment decision. This material is provided for information and reference purposes only and does not constitute an offer, solicitation, recommendation or investment advice. This advertisement has not been reviewed by the Monetary Authority of Singapore.
View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/usmart-and-pivot-fintech-introduce-globalsave-portfolios-balanced-strategy-on-followsmart-302918647.html
SOURCE uSMART Securities (Singapore) Pte Ltd
Technology
FFR to Hold Listing Ceremony and Investor Day on October 26; FFAI Announces Rescheduling of YT Jia’s Investor Weekly Report to October 26
Published
11 minutes agoon
October 26, 2026By
Faraday Future announced that this week’s Investor Weekly Report from FF Founder and Global CEO YT Jia has been rescheduled to October 26.FF EAI Robotics Ecosystem Inc. (NASDAQ: FFR) will hold its Listing Ceremony and Investor Day on October 26.FFR management will outline the company’s future strategic direction and business plans and engage with investors in attendance.The full event video will be available at 5:00 p.m. ET on October 26 at: https://www.ff.com/us/
LOS ANGELES, Oct. 25, 2026 /PRNewswire/ — FF EAI Robotics Ecosystem Inc. (NASDAQ: FFR) (“FFR” or the “Company”), a U.S.-listed Embodied AI (“EAI“) robotics ecosystem company, today highlighted an update from Faraday Future Intelligent Electric Inc. (NASDAQ: FFAI) (“Faraday Future” or “FF“) that this week’s Investor Weekly Report from FF Founder and Global CEO YT Jia has been rescheduled to October 26.
FF EAI Robotics Ecosystem Inc. (NASDAQ: FFR) will hold its Listing Ceremony and Investor Day on October 26, 2026. During the event, FFR management will outline the company’s future strategic direction and business plans and engage with investors in attendance.
The full event video will be available at 5:00 p.m. ET on October 26 at: https://www.ff.com/us/
About FF EAI Robotics Ecosystem Inc.
FF EAI Robotics Ecosystem Inc. (NASDAQ: FFR) (renamed from AIxCrypto Holdings, Inc. and AIXC, effective September 30, 2026) is a U.S.-based Embodied AI (EAI) robotics company that is in the process of acquiring the FF EAI Robotics business. Upon completion of the acquisition, the Company will focus on the research and development, manufacturing, commercialization, and deployment of intelligent robotic technologies, products, and industry solutions.
The Company is committed to building a “Four-Core Full-Stack” AI ecosystem covering the full lifecycle of robotics, consisting of EAI Brain & Developer Platform, EAI Devices, Industry Productivity Solutions, and EAI Data Factory. Guided by the technology and product philosophy of “One Brain, Multi-forms, Multi-capabilities,” the Company aims to empower humanoid, biomimetic, and other robotic form factors through a unified EAI Brain, while continuously expanding their multi-task and multi-scenario capabilities. The ecosystem is designed to support the full robotics lifecycle, including R&D, deployment, data collection and training, operations, and commercial applications.
The FF EAI Robotics business has already achieved commercial deliveries of humanoid and biomimetic robotic products. Through its multi-form-factor robotic products, EAI technology platform, closed-loop data capabilities, and industry solutions, the business continues to advance the scaled adoption of robotics across real-world applications. The Company also operates RoboShare, a robot-sharing and services platform designed to connect robotic assets, service capabilities, customer demand, and ecosystem partners, further strengthening its robotics commercialization and service ecosystem.
For more information, visit www.ff.com.
ABOUT FARADAY FUTURE
Founded in 2014, Faraday Future (FF) is a U.S.-based Physical AI ecosystem company dedicated to reshaping the future of robotics and mobility solutions through AI innovation and technologies. FF focuses on two major product strategies within the Embodied AI (EAI) robotics business: EAI humanoid and bionic robots, and EAI automotive-focused robots. By building a “Four-Core Full-Stack AI” ecosystem of EAI Brain and Developer Platform, EAI Devices, Industry Productivity Solutions and EAI Data Factory, FF aims to create an evolutionary flywheel: scaled device delivery, data collection and training, continuous evolution of the EAI Brain, stronger product capability, and even larger-scale delivery and deployment. Through this flywheel, FF seeks to maximize its commercial value and lead to the advancement of Physical AI. For more information, please visit Faraday Future’s official website: https://www.ff.com/
FFR Forward-Looking Statements
This communication, including any presentation, press release, investor materials or other document of which it forms a part (this “Communication”), contains “forward-looking statements” within the meaning of the “safe harbor” provisions of the Private Securities Litigation Reform Act of 1995, as amended, and other securities laws, regarding FF EAI Robotics Ecosystem Inc. (“FFR,” the “Company,” “us,” “our,” or “we”) and our industry. All statements, whether written or oral, other than statements of historical fact, including any financial projections and any statements regarding future events, our strategy, our transition to robotics operations, our plans for RoboShare, our digital asset disposition plans, the proposed acquisition of the FF EAI Robotics business, the projections referenced in this communication, our name and ticker change, any related financing, and the anticipated benefits and timing of the foregoing, our objectives, expectations, or anticipated actions or results, are forward-looking statements. You can often identify forward-looking statements by words such as “may,” “might,” “will,” “shall,” “should,” “expects,” “plans,” “anticipates,” “could,” “intends,” “targets,” “projects,” “contemplates,” “believes,” “estimates,” “predicts,” “potential,” “goal,” “objective,” “seeks,” “likely,” or “continue,” or the negative of these terms or other similar expressions; the absence of these words does not mean a statement is not forward-looking. These statements reflect our current expectations and projections about future events as of the date of this Communication and are necessarily based on estimates and assumptions that, while considered reasonable by management, are inherently uncertain. FFR can give no assurance that such forward-looking statements or financial projections will prove to be correct.
Actual results may differ materially from those expressed or implied by these forward-looking statements as a result of numerous risks and uncertainties, both general and specific, including, but not limited to:
The proposed acquisition transaction and PIPE. The definitive agreements may be terminated in accordance with their terms, and the proposed transactions may not be completed on the terms described or at all; the conditions to closing, including the completion of FFAI’s internal restructuring of the robotics business, the execution of key employee agreements and other customary conditions, and the parties’ ability to satisfy them; the risk that the stockholder approval required under Nasdaq listing rules for the conversion of the preferred stock issued as consideration is not obtained or is delayed, and the effect of the conversion restrictions and the information statement process on the timing of conversion; the timing of the transaction and the costs of pursuing it; the issuance of a substantial number of shares as consideration and the resulting dilution to existing stockholders; the fact that the counterparty is our controlling stockholder, that it will hold a substantial majority of our outstanding shares following closing, that certain members of management serve both companies, and the conflicts of interest inherent in the transaction; the risk that the agreed valuations do not reflect the market value of our shares or of the acquired business; our dependence on the counterparty for transition, supply and support following any closing; the scope and enforceability of the non-competition and governance arrangements; the consequences of the transaction under Nasdaq listing rules, including the possibility that Nasdaq determines that the transaction requires us to satisfy initial listing requirements in connection with a business combination, change of control or change in the nature of our business; the risk that the PIPE financing, on which the transaction is not conditioned, is not completed on the anticipated terms or at all; the risk of litigation relating to the transaction; our ability to integrate and operate the acquired business; and the risk that the acquired business performs differently than anticipated.
Projections. The projections referenced in this communication were prepared by FFAI management for the FF EAI Robotics business on a standalone basis and do not reflect our existing business, transaction-related expenses or the combined company. We have not independently verified them or adopted them as guidance. They were not prepared with a view toward public disclosure or toward compliance with the published guidelines of the Securities and Exchange Commission or the American Institute of Certified Public Accountants regarding prospective financial information, and no independent registered public accounting firm has examined, compiled or performed any procedures with respect to them, and none expresses an opinion or any other form of assurance with respect to them. The projections reflect estimates and assumptions that are inherently uncertain and subject to change, including through due diligence and the review of our special committee and its financial advisor. Actual results are likely to differ, and may differ materially.
Liquidity, capital and going concern. Our limited cash and liquidity position and our history of operating losses and negative operating cash flow; substantial doubt regarding our ability to continue as a going concern, as described in our periodic reports; our need to obtain additional financing on acceptable terms or at all, and the substantial dilution to existing stockholders that additional financing may cause, including any financing completed in connection with the proposed transaction, which may not be completed or may be on less favorable terms than anticipated; our ability to fund operations pending and following the disposition of our digital asset positions; and our ability to satisfy the continued listing requirements of The Nasdaq Stock Market, including stockholders’ equity, minimum bid price and other applicable standards.
Our strategic transition and the disposition of digital assets. Risks associated with a fundamental shift in our business strategy and the redeployment of resources from a digital asset treasury strategy to robotics operations; our ability to execute the disposition of our digital asset positions in an orderly manner and on acceptable terms; the risk that amounts realized on disposition are materially less than carrying value as a result of price volatility, market depth, execution timing, custody or transfer constraints, or other limitations; tax, accounting and regulatory consequences of the dispositions; the continued volatility and regulatory uncertainty associated with digital assets and cryptocurrencies during the wind-down period; the concentration of a substantial portion of our assets in a single equity investment, including an investment in a related party, and the illiquidity, valuation uncertainty, holding-period and transfer restrictions associated with that investment; and risks arising from our relationships and agreements with related parties and significant stockholders.
Our robotics operations business. Our limited operating history in robotics operations and commercialization and the absence of a meaningful revenue history; the early stage of RoboShare and the risk that customer demand, repeat demand, pricing, utilization or unit economics do not develop as anticipated; our dependence on a small number of customers, on a single initial geographic market, and on individual events or engagements, and the risk that the loss of, or a change in the terms of, any such relationship has a disproportionate effect; our dependence on third-party robot owners, operators, suppliers, original equipment manufacturers and local partners, and on their willingness to make robots available on our platform; risks relating to the availability, cost, quality, maintenance, transport, insurance and technological obsolescence of robots and related equipment, and to supply chains, tariffs and trade measures affecting them; and our ability to expand into additional markets and to attract and retain participants on both sides of our marketplace.
Operations, safety and liability. Risks of property damage, personal injury or death arising from the operation of humanoid robots, quadrupeds and other autonomous or semi-autonomous machines in proximity to performers, employees, guests and the public, including at live events and in uncontrolled environments; product liability, premises liability, negligence and related claims and the adequacy, scope, availability and cost of our insurance coverage and of contractual indemnities from customers, owners and suppliers; the allocation of responsibility among us, robot owners, venues, event producers and customers; permitting, licensing, occupational safety and event-specific regulatory requirements; and the reputational consequences of any safety incident.
Technology, data and intellectual property. Systems, network, telecommunications or service disruptions, failures, defects or cyber-attacks; the performance, reliability and autonomy limitations of robotic systems and of the software, models and networks that support them; our collection, use, storage, transmission and protection of personal information, including images and any biometric or biometric-adjacent data captured in the course of robot deployments, and evolving privacy, biometric and artificial intelligence laws and regulations across the jurisdictions in which we operate or intend to operate; our ability to obtain, maintain, protect and enforce our intellectual property rights and to defend against third-party claims of infringement or misappropriation; and our reliance on third-party technology, platforms and licenses.
Legal, regulatory and general. The regulated industries and jurisdictions in which we operate; current or future laws or regulations and new interpretations of existing laws or regulations, including those applicable to digital assets, robotics, autonomous systems, consumer protection, advertising and endorsements; the risk that our marketplace arrangements, or the manner in which they are described, are characterized differently than we intend by regulators or courts; the failure of counterparties to perform their contractual obligations; litigation, regulatory inquiries, investigations and enforcement actions, and their costs and outcomes; business, economic, market and capital-market conditions; competition in our industry; changes in market demand for, and the pricing of, our products and services; our ability to define, design and release new products and services in a timely manner that meet customer needs; our ability to attract, retain and motivate qualified personnel, including key management; our ability to manage our growth and our transition; and our ability to maintain effective internal control over financial reporting and disclosure controls and procedures.
This list of factors is not exhaustive. Additional risks and uncertainties are described more fully in our filings with the U.S. Securities and Exchange Commission (the “SEC”), including our Annual Report on Form 10-K for the year ended December 31, 2025, our Quarterly Reports on Form 10-Q, and our subsequent filings, which are available on the SEC’s website at www.sec.gov. Investors are urged to review the liquidity, capital resources and going concern disclosures contained in those reports.
The forward-looking statements in this Communication speak only as of the date hereof. Except as required by law, neither FFR nor any other person undertakes any obligation to update or revise any forward-looking statement or financial projection set out herein, whether as a result of new information, future events or otherwise. This Communication is provided for informational purposes only, does not constitute an offer to sell or the solicitation of an offer to buy any security, and does not constitute investment, tax or legal advice or any investment recommendation, and does not take into account the investment objectives or financial situation of any person. FFR reserves the right to amend or replace the information contained herein, in whole or in part, at any time, and undertakes no obligation to notify any recipient thereof. Readers are cautioned not to place undue reliance on these forward-looking statements. This caution is made under, and these forward-looking statements are intended to be covered by, the safe-harbor provisions of the Private Securities Litigation Reform Act of 1995.
FFAI FORWARD LOOKING STATEMENTS
Important factors that may affect actual results or outcomes include, among others: the Company’s ability to continue as a going concern and improve its liquidity and financial position; the Company’s ability to pay its outstanding obligations, which it currently lacks; the availability of sufficient share capital to meet its current obligations and execute on its strategy; the willingness of convertible debt investors to fund the Company; demand for the Company’s robotics products; competition in the robotics industry, which includes companies with far superior experience, funding and name recognition; the ability of the Company to build an EAI education ecosystem that serves both the B2C consumer market and the B2B institutional education market; the acceptance by teachers and students of the Company’s robotics products in the education market; the ability of the Company to expand into additional markets for its robotics products; the Company’s reliance on a single OEM for most of its robotics products; the Company’s reliance on Chinese OEMs for all of its robotics products; the possibility of the federal government banning imports of Chinese robotics products; the Company’s ability to get the planned robotics products to comply with all applicable U.S. rules and regulations; the ability of the robotics OEM to timely supply robotics to the Company; tariff uncertainty for imported products, particularly from China; the ability of the Company to close its transaction with FF EAI Robotics Ecosystem Inc. (FFR) for the sale of its robotics business; demand from automobile dealers for robotics products; the Company’s ability to homologate FX vehicles for sale; the Company’s ability to secure the necessary funding to execute on the FX strategy, which is substantial; the Company’s ability to secure an occupancy certificate covering all of its Hanford facility; the Company’s ability to remediate its material weaknesses in internal control over financial reporting and the risks related to the restatement of previously issued consolidated financial statements; the Company’s limited operating history and the significant barriers to growth it faces; the Company’s history of substantial losses and expectation of continued losses; the success of the Company’s payroll expense reduction plan; the Company’s ability to execute on its plans to develop and market its vehicles and the timing of these development programs; the Company’s ability to execute on its plans to enter the robotaxi and cybercab industries; the Company’s estimates of the size of the markets for its vehicles and cost to bring those vehicles to market; the rate and degree of market acceptance of the Company’s vehicles; the Company’s ability to cover future warranty claims; the success of other competing manufacturers; the performance and security of the Company’s vehicles; current and potential litigation involving the Company; the Company’s ability to receive funds from, satisfy the conditions precedent of and close on the various financings described elsewhere by the Company; the result of future financing efforts, the failure of any of which could result in the Company seeking protection under the Bankruptcy Code; the Company’s indebtedness; the Company’s ability to use its “at-the-market” program; insurance coverage; general economic and market conditions impacting demand for the Company’s products; potential negative impacts of a reverse stock split; potential cost, headcount and salary reduction actions may not be sufficient or may not achieve their expected results; circumstances outside of the Company’s control, such as natural disasters, climate change, health epidemics and pandemics, terrorist attacks, and civil unrest; risks related to the Company’s operations in China; the success of the Company’s remedial measures taken in response to the Special Committee findings; the Company’s dependence on its suppliers and contract manufacturer; the Company’s ability to develop and protect its technologies; the Company’s ability to protect against cybersecurity risks; and the ability of the Company to attract and retain employees, any adverse developments in existing legal proceedings or the initiation of new legal proceedings; the volatility of the Company’s stock price; the ability of the Company to maintain its stock price above $1.00; and the ability of the Company to maintain compliance with Nasdaq regulations for continued listing. You should carefully consider the foregoing factors and the other risks and uncertainties described in the “Risk Factors” section of the Company’s Form 10-Q for the quarter ended June 30, 2026, filed with the SEC on August 13, 2026; the quarter ended March 31, 2026, filed with the SEC on May 14, 2026; and Form 10-K filed with the SEC on March 31, 2026, and other documents filed by the Company from time to time with the SEC.
View original content to download multimedia:https://www.prnewswire.com/news-releases/ffr-to-hold-listing-ceremony-and-investor-day-on-october-26-ffai-announces-rescheduling-of-yt-jias-investor-weekly-report-to-october-26-302918891.html
SOURCE FF EAI Robotics Ecosystem Inc.
OASE+ and Elsevier Agree Next-Phase Read and Publish Agreement to Expand Open Access Publishing in Japan
uSMART and PIVOT Fintech Introduce GlobalSave Portfolios Balanced Strategy on FollowSmart
FFR to Hold Listing Ceremony and Investor Day on October 26; FFAI Announces Rescheduling of YT Jia’s Investor Weekly Report to October 26
Send Rakhi to UK swiftly with UK Gifts Portal
Whiteboard Series with NEAR | Ep: 45 Joel Thorstensson from ceramic.network
Nullmax and Renesas Forge Strategic Partnership to Deliver Competitive ADAS Solutions for the Global Market
Why You Should Build on #NEAR – Co-founder Illia Polosukhin at CV Labs
Whiteboard Series with NEAR | Ep: 45 Joel Thorstensson from ceramic.network
NEAR End of Year Town Hall 2021: The Open Web World, MetaBUILD 2 Hackathon and 2021 recap
Trending
-
Technology2 days agoMiami Startup BOB Raises $5.5M To Build An AI-Powered Banking Platform
-
Technology5 days agoWorkato Launches Self-Serve Platform in Singapore, Opening Enterprise AI to a Broader Community of Builders
-
Technology4 days agoVoqalize Says Voice Is Becoming the Default Way People Use Software
-
Technology5 days agoToku launches Makimoto Flows, a visual builder for speech AI pipelines, taking its open-source initiative beyond transcription
-
Technology4 days agoSnapmaker Introduces New Filament Bundle, Expanding Its Full Spectrum Printing Ecosystem
-
Technology5 days agoBlackpanda and CyberCube Collaborate to Bring Cyber Risk Analytics to Brokers Across Asia
-
Coin Market4 days agoBitcoin ETFs bag another $528M, taking 3-day haul past $1B
-
Technology4 days agoNew GASA Research: 71% of Adults Surveyed Across 13 Asian Markets Encountered Scams, with Estimated Losses of US$136.5 Billion
