Canapi Ventures and Nexus Venture Partners lead round to help company meet demand for LLM solutions that can safely train on sensitive, internal data
SAN FRANCISCO, Aug. 16, 2023 /PRNewswire/ — DynamoFL, Inc. today announced that it has closed a $15.1 million Series A funding round to meet demand for its privacy- and compliance-focused generative AI solutions. Coming off a $4.2M seed round, the company has raised $19.3M to date. DynamoFL’s flagship technology, which allows customers to safely train Large Language Models (LLM) on sensitive internal data, is already in use by Fortune 500 companies in finance, electronics, insurance and automotive sectors.
The round, co-led by Canapi Ventures and Nexus Venture Partners, also had participation from Formus Capital, Soma Capital and angel investors Vojtech Jina, Apple’s privacy-preserving machine learning (ML) lead, Tolga Erbay, Head of Governance, Risk and Compliance at Dropbox and Charu Jangid, product leader at Snowflake, to name a few.
The need for AI solutions that preserve compliance and security has never been greater. LLMs present unprecedented privacy and compliance risks for enterprises. It has been widely shown that LLMs can easily memorize sensitive data from its training dataset. Malicious actors can exploit this vulnerability to extract sensitive users’ personally identifiable information and sensitive contract values with carefully designed prompts, posing a major data security risk for the enterprise. The pace of innovation and adoption in the AI sector is punctuated by the rapidly changing global regulatory landscape, many of which require that enterprises detail these data risks, but enterprises today are not equipped to detect and address the risk of data leakage. In the EU, the GDPR and the impending EU AI act, along with similar initiatives in China and India, as well as AI regulation acts in the US, require that enterprises detail these data risks. However, today they are not equipped to detect and address the risk of data leakage.
More clearly needs to be done. As government agencies like the FTC explore concerns around LLM providers’ data security, DynamoFL’s machine learning privacy research team recently showed how personal information – including sensitive details about C-Suite executives, Fortune 500 corporations, and private contract values – could be easily extracted from a fine-tuned GPT-3 model. DynamoFL’s privacy evaluation suite provides out of the box testing for data extraction vulnerabilities and automated documentation to ensure enterprises’ LLMs are secure and compliant.
“We deploy our suite of privacy-preserving training and testing offerings to directly address and document compliance requirements to help enterprises stay on top of regulatory developments, and deploy LLMs in a safe and compliant manner,” said DynamoFL co-founder Christian Lau.
“Privacy and compliance are critical to ensuring the safe deployment of AI across the enterprise. These are foundational pillars of the DynamoFL platform,” said Greg Thome, Principal at Canapi. “By working with DynamoFL, companies can deliver best-in-class AI experiences while mitigating the well-documented data leakage risks. We’re excited to support DynamoFL as they scale the product and expand their team of privacy-focused machine learning engineers.”
The company’s solutions help organizations privately fine-tune LLMs on internal data while identifying and documenting potential privacy risks. Organizations can choose to implement DynamoFL’s end-to-end suite or to implement their Privacy Evaluation Suite, Differential Privacy and/or Federated Learning modules individually.
DynamoFL was founded by two MIT PhDs who have spent the last six years researching the cutting-edge, privacy-focused AI and ML technology forming the basis of the company’s core offerings. The team balances expertise in the latest research in privacy-preserving ML, with researchers and engineers from MIT, Harvard and Cal-Berkeley, and experience in deploying enterprise-grade AI applications for Microsoft, Apple, Meta and Palantir, among other top tech companies.
“This investment validates our philosophy that AI platforms need to be built with a focus on privacy and security from day one in order to scale in enterprise use cases,” said DynamoFL CEO and co-founder Vaikkunth Mugunthan. “It also reflects the growing interest and demand for in-house Generative AI solutions across industries.”
“While AI holds tremendous potential to transform every industry, the need of the hour is to ensure that AI is safe and trustworthy. DynamoFL is set to do just that and enable enterprises to adopt AI while preserving privacy and remaining regulation-compliant,” said Jishnu Bhattacharjee, Managing Director, Nexus Venture Partners.”We are thrilled to have partnered with Vaik, Christian and team in their journey of building an impactful company.”
About DynamoFL, Inc.DynamoFL is the world’s leading enterprise solution for privacy-preserving Generative AI. At DynamoFL we believe that prioritizing privacy, compliance and data security from day 1 while building Generative AI applications is the only way to responsibly scale AI and use it to augment human potential beyond what was thought possible. Our proprietary technology encapsulates state of the art optimization techniques for training and deploying Generative AI models along with a robust privacy training and evaluation suite incorporating paradigms like Federated Learning and Differential privacy to bring high performing end-to-end plug-and-play Generative AI to global enterprises.
About Nexus Venture PartnersFounded in 2006, Nexus Venture Partners is a venture capital firm that supports extraordinary founders in building product-first companies. The firm takes a high-conviction approach, serving as inception, seed, or series-A stage partner to founders, actively engaging with them throughout the company lifecycle. With $2.6 billion capital under management, Nexus focuses on two primary investment areas: enterprise software and AI companies globally and technology-powered businesses within India. For more information, visit https://nexusvp.com/
About Canapi VenturesCanapi Ventures is a venture capital firm investing in early to growth-stage fintech companies. Our partners have been at the forefront of financial services innovation as operators, investors, bankers, advisors, and regulators. Our venture capital model connects high-quality fintech companies to our extensive network of banks and strategic partners. Canapi Ventures is advised by CenterHarbor Advisors and Canapi Advisors, LLC, a wholly owned subsidiary of Live Oak Bancshares, Inc. (Nasdaq: LOB). For more information, visit http://www.canapi.com.
Media ContactsInkhouse for Canapi [email protected]
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Healthcare Analytics Market to Garner a Valuation of USD 139.34 Billion by 2030, Exhibiting 23.31% CAGR, With North America Leading the Market Due to Advanced Healthcare Infrastructure, Projects Kings Research
DUBAI, UAE, Oct. 3, 2023 /PRNewswire/ — As per the latest report published by Kings Research, the global Healthcare Analytics Market size was recorded at USD 24.45 billion in 2022 and is estimated to grow to USD 139.34 billion by 2030, exhibiting a CAGR of 23.31% over the forecast period of 2023- 2030. The healthcare industry has embraced analytics to address the challenges of inadequate patient care, rising treatment costs, and low levels of patient engagement and retention. By leveraging healthcare analytics, the industry aims to improve patient care and operational efficiency, which is fueling market expansion.
Healthcare analytics leverages extensive data collection to provide organizations with practical insights, enabling them to make informed decisions in real-time. Through analytical methodologies, these insights facilitate improved planning, management, measurement, and learning. Furthermore, healthcare institutions around the globe are prioritizing cost reduction, enhancing care team coordination, and elevating patient care. Moreover, newer market entrants are introducing innovative healthcare delivery approaches, intensifying market competition. Consequently, healthcare analytics systems primarily concentrate on big data, offering potential benefits such as cost reduction, enhanced efficiency, and better patient treatment.
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Key participants in the global healthcare analytics market are emphasizing acquisitions as a primary approach for expanding their businesses. For instance, in June 2022, Oracle Corporation took over Cerner Corporation intending to integrate Cerner’s clinical abilities with its own expertise in enterprise platform analytics and automation.
Leading companies in the global healthcare analytics market include:
Optum, Inc.Wipro LimitedAllscripts Healthcare, LLCCerner CorporationHealth CatalystInovalonMcKesson CorporationIBMMEDEANALYTICS, INC.GENERAL ELECTRICHave an Inquiry? Get in Touch with us @ https://www.kingsresearch.com/enquiry/healthcare-analytics-market-185
Trending Now: Mayo Clinic and Google Cloud Collaborate on AI for Healthcare Data
Google Cloud and Mayo Clinic have joined forces to implement generative artificial intelligence (AI) in the field of healthcare. This collaboration aims to empower clinicians and researchers to swiftly and naturally access information, as stated in a press release dated 7th June 2023.
In the same release, Google Cloud announced that the tool to be utilized in this endeavor, the Enterprise Search in Generative AI App Builder, had become HIPAA compliant. Thomas Kurian, CEO of Google Cloud, stated, “Generative AI has the potential to revolutionize healthcare by enhancing human interactions and streamlining operations like never before. Mayo Clinic is a global leader in harnessing AI for the greater good, and they are a crucial partner in responsibly introducing this transformative technology to healthcare.”
The press release also noted that Mayo Clinic has previously collaborated with Google Cloud to implement analytics, AI, and machine learning (ML) solutions in healthcare.
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Growing Demand for Descriptive Analysis to Spur Market Development
In terms of type, the healthcare analytics market is categorized into predictive analytics, prescriptive analytics, and descriptive analytics.
The descriptive analysis segment is anticipated to dominate the market through the projected timeframe. This growth is primarily attributable to the surging demand for descriptive analysis, which relies on historical patterns to obtain data-driven insights that can enhance the healthcare system’s management, benefiting both organizations and patients.
On Premise Solutions Garner Attention for Their Superior Accessibility in Remote Zones
On the basis of the delivery model, the global healthcare analytics industry is divided into on cloud and on premise.
The on premise segment is leading the market, propelled by its superior accessibility in remote areas. Furthermore, their lower maintenance and operation costs are driving the growth of the segment.
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Rising EHR Adoption to Drive Healthcare Analytics Market Expansion
The widespread use of electronic health records (EHR) has led to a substantial increase in the availability of data for analysis in the healthcare industry. As more healthcare professionals transition from traditional paper-based systems to EHR, a huge volume of data becomes accessible. This presents a unique opportunity to obtain valuable insights and enhance patient care. Consequently, the healthcare analytics market has experienced considerable growth in recent times.
The implementation of EHR has brought about greater operational efficiency and cost savings in healthcare organizations. With the ability to access and analyze real-time data, healthcare providers can identify trends, patterns, and areas for improvement in their workflows and procedures. This not only enhances their productivity but also helps them make informed decisions for better patient care. Moreover, integrating healthcare analytics into clinical decision support systems empowers practitioners to make evidence-based decisions, ultimately leading to enhanced patient outcomes. This widespread adoption of EHR and analytics has revolutionized the healthcare industry, ushering in a more data-driven and patient-centric approach to care.
North America to Lead Market Due to Advanced Healthcare Infrastructure
North America is poised to lead the global healthcare analytics market in the upcoming years due to its advanced healthcare infrastructure, robust technology, and data integration capabilities. This facilitates informed decision-making, enhances patient outcomes, and fosters healthcare innovation. Moreover, the region’s emphasis on R&D activities attracts industry leaders, solidifying its market dominance.
For more information on the report, visit: https://www.kingsresearch.com/healthcare-analytics-market-185
Key Points from TOC:
Chapter 1 Introduction of the Global Healthcare Analytics Market
1.1 Market Definition
1.2 Market Segmentation
1.3 Research Timelines
Chapter 2 Executive Summary
Chapter 3 Research Methodology
3.1 Data Collection
3.1.1 Secondary Sources
3.1.2 Primary Sources
3.1.3 Research Flow
3.2 Subject Matter Expert Advice
3.3 Quality Check
3.4 Final Review
3.5 Bottom-Up Approach
3.6 Top-down Approach
Chapter 4 Global Healthcare Analytics Market Outlook
4.1 Market Evolution
4.3 Market Dynamics
4.4 Pricing Analysis
4.5 Porter’s Five Forces Analysis
4.6 Value Chain Analysis
4.7 Macroeconomic Analysis
Chapter 5 Impact of Russia-Ukraine War
Chapter 6 Global Healthcare Analytics Market, By Type
Chapter 7 Global Healthcare Analytics Market, By Component
Chapter 8 Global Healthcare Analytics Market, By Delivery Model
Chapter 9 Global Healthcare Analytics Market, By Application
Chapter 10 Global Healthcare Analytics Market, By End User
Chapter 11 Global Healthcare Analytics Market, By Geography
Chapter 12 North America
Chapter 13 Europe
Chapter 14 Asia Pacific
Chapter 15 Middle East & Africa
Chapter 16 Latin America
Chapter 17 Global Healthcare Analytics Market Competitive Landscape
17.2 Key Developments
17.3 Key Strategic Developments
17.4 Company Market Ranking
17.5 Regional Footprint
17.6 Industry Footprint
Chapter 18 Company Profiles
18.1 Optum, Inc.
18.1.1 Key Facts
18.1.2 Financial Overview
18.1.3 Product Benchmarking
18.1.4 Recent Developments
18.1.5 Winning Imperatives
18.1.6 Current Focus & Strategies
18.1.7 Threat from competition
18.1.8 SWOT Analysis
18.2 Wipro Limited
18.2.1 Key Facts
18.2.2 Financial Overview
18.2.3 Product Benchmarking
18.2.4 Recent Developments
18.2.5 Winning Imperatives
18.2.6 Current Focus & Strategies
18.2.7 Threat from competition
18.2.8 SWOT Analysis
18.3 Allscripts Healthcare, LLC
18.3.1 Key Facts
18.3.2 Financial Overview
18.3.3 Product Benchmarking
18.3.4 Recent Developments
18.3.5 Winning Imperatives
18.3.6 Current Focus & Strategies
18.3.7 Threat from competition
18.3.8 SWOT Analysis
18.4 Cerner Corporation
18.4.1 Key Facts
18.4.2 Financial Overview
18.4.3 Product Benchmarking
18.4.4 Recent Developments
18.4.5 Winning Imperatives
18.4.6 Current Focus & Strategies
18.4.7 Threat from competition
18.4.8 SWOT Analysis
18.5 Health Catalyst
18.5.1 Key Facts
18.5.2 Financial Overview
18.5.3 Product Benchmarking
18.5.4 Recent Developments
18.5.5 Winning Imperatives
18.5.6 Current Focus & Strategies
18.5.7 Threat from competition
18.5.8 SWOT Analysis
Browse Complete TOC: https://www.kingsresearch.com/toc/healthcare-analytics-market-185
Kings Research stands as a renowned global market research firm. With a collaborative approach, we work closely with industry leaders, conducting thorough assessments of trends and developments. Our primary objective is to provide decision-makers with tailored research reports that align with their unique business objectives. Through our comprehensive research studies, we strive to empower leaders to make informed decisions.
Our team comprises individuals with diverse backgrounds and a wealth of knowledge in various industries. At Kings Research, we offer a comprehensive range of services aimed at assisting you in formulating efficient strategies to achieve your desired outcomes. Our objective is to significantly enhance your long-term progress through these tailored solutions.
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Hard Rock and Leo Messi Unveil First Ever Menu for Kids: The Hard Rock Messi Kids Menu
HOLLYWOOD, Fla., Oct. 3, 2023 /PRNewswire/ — Hard Rock International and global brand ambassador, Leo Messi, are taking their partnership to the next level by curating their first-ever Messi menu for kids, “The Hard Rock Messi Kids Menu”. The menu launches today at all participating Hard Rock Cafes and select Hard Rock Hotels worldwide. Expanding on Hard Rock International’s partnership with the world-renowned soccer sensation, “The Hard Rock Messi Kids Menu” features the Messi X Burger, the Messi Golden Chicken Sandwich and other kid-friendly options, along with a special nod to the international sports icon in the form of a complimentary mini golden soccer ball toy, a collectable poster, activity sheet and stickers with every meal.
“As a father of three, I have always had a special connection with kids,” said Leo Messi. “Now with my partners at Hard Rock, we will kick-off the new kids menu, offering families a variety of tasty meals and a fun dining experience.”
Fans can also take some of the Messi magic home with them via a new collection of Hard Rock X Messi 3.0 merchandise, for both kids and adults, including a kid-sized version of the iconic Messi Chef’s Coat and a special mini soccer ball, available at select Rock Shops. A portion of proceeds from the mini soccer balls sold at the Rock Shop will be donated to kid’s charities around the world via the Hard Rock Heals Foundation.
“We’re very excited to partner with Leo Messi on this special addition to the Hard Rock menu,” said Jim Allen, Chairman of Hard Rock International. “We know how much children and their parents alike look up to Leo and we’re proud to offer something wholesome for the whole family to enjoy while visiting our locations around the world.”
For even more fun, fans can scan a QR code to enter a 360 digital experience with Leo Messi himself. They can watch an AI-generated Messi with the Messi Chicken Sandwich or greet fans at the Hard Rock Cafe. Also available on the 360 digital experience is access to purchase the new retail options for kids and adults, a trivia game, wallpaper downloads and more.
For assets from “The Hard Rock Messi Kids Menu” launch event, please see images and b-roll here. For the full release, visit https://news.hardrock.com/.
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Cloud ERP Market size worth USD 168.34 Billion, Globally, by 2030 at 12.53% CAGR: Verified Market Research®
The “Global Cloud ERP Market Size By Component, By Organization Size, By End-User, By Geographic Scope And Forecast” report has been published by Verified Market Research®. The report provides an in-depth analysis of the global Cloud ERP Market, including its growth prospects, market trends, and market challenges.
JERSEY CITY, N.J., Oct. 3, 2023 /PRNewswire/ — The Global Cloud ERP Market is projected to grow at a CAGR of 12.53% from 2023 to 2030, according to a new report published by Verified Market Research®. The report reveals that the market was valued at USD 55.40 Billion in 2022 and is expected to reach USD 168.34 Billion by the end of the forecast period.
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Browse in-depth TOC on “Cloud ERP Market”
202 – Pages
126 – Tables
37 – Figures
Global Cloud ERP Market: Transformative Growth Fueled by Digital Shift and Construction Industry Adoption
The Global Cloud ERP Market is experiencing unprecedented growth driven by the worldwide digital transformation wave and accelerated adoption within the construction industry. Cloud ERP, a robust and flexible enterprise resource planning solution accessible over the internet, has revolutionized the business landscape. This cloud-based software automates critical operational and financial functions, providing organizations with a unified source of data, order management, supply chain optimization, procurement, production, distribution, and fulfillment capabilities.
Cloud ERP Market Drivers:The market surge is powered by transformative technologies, particularly cloud-based solutions, reshaping business interactions, innovation processes, and data analytics. Cloud ERP empowers organizations to integrate cutting-edge technologies, fostering innovation and sustainable Cloud ERP Market growth. The construction industry’s swift adoption, driven by the opportunities presented during the Covid-19 pandemic, has further accelerated the market’s expansion. Construction companies are leveraging Cloud ERP to stabilize operations and recapture growth opportunities lost during the crisis.
Cloud ERP Market Outlook:The Global Cloud ERP Market is poised for substantial growth, with North America leading the charge. The region boasts a robust technology landscape and hosts a multitude of key Cloud ERP vendors. The market is set to witness continuous expansion, driven by the evolving digital business environment and the construction industry’s ongoing technological transformation efforts.
Key Players and Competitive Landscape:In the competitive landscape of the Global Cloud ERP Market, key players are deploying innovative strategies to secure their market positions. Market ranking analysis reveals the dominance of established vendors, leveraging their expertise to capture significant market shares. Continuous market share analysis highlights the dynamic nature of the industry, encouraging players to engage in key development strategies to maintain their competitive edge.
Cloud ERP stands as a cornerstone in modern business strategies, enhancing operational efficiency, fostering innovation, and offering unparalleled scalability. The market’s trajectory is marked by relentless innovation and strategic moves by key players, shaping the future of enterprise resource management.
To get market data, market insights, financial statements and a comprehensive analysis of the Global Cloud ERP Market, please Contact Verified Market Research®.
Based on the research, Verified Market Research® has segmented the global Cloud ERP Market into Component, Organization Size, End-User, And Geography.
Cloud ERP Market, by ComponentSolutionServicesCloud ERP Market, by Organization SizeLarge EnterprisesSmall and Medium-sized EnterprisesCloud ERP Market, by End-UserBFSIIT & TelecomHealthcareGovernment and Public SectorAerospace and DefenseRetailOthersCloud ERP Market, by GeographyNorth AmericaU.SCanadaMexicoEuropeGermanyFranceU.KRest of EuropeAsia PacificChinaJapanIndiaRest of Asia PacificROWMiddle East & AfricaLatin AmericaBrowse Related Reports:
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Top 5 Cloud Managed Services using internet to deliver applications
Visualize Cloud ERP Market using Verified Market Intelligence -:
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- Healthcare Analytics Market to Garner a Valuation of USD 139.34 Billion by 2030, Exhibiting 23.31% CAGR, With North America Leading the Market Due to Advanced Healthcare Infrastructure, Projects Kings Research
- Hard Rock and Leo Messi Unveil First Ever Menu for Kids: The Hard Rock Messi Kids Menu
- Cloud ERP Market size worth USD 168.34 Billion, Globally, by 2030 at 12.53% CAGR: Verified Market Research®
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