How Dataiku Sandboxes Java to Avoid Heaps of Garbage

August 14, 2020 | 293 views

For those who do not know Dataiku DSS, it is a collaborative data science software platform for teams of data scientists, data analysts, and engineers to explore, prototype, build, and deliver data products more efficiently. Dataiku DSS is mainly written in Java and — to simplify things — the server runs as a single process (Java Virtual Machine, or JVM) providing everything we need, including an embedded web server. As data leveraged by Dataiku DSS users can be located in various different places, Dataiku DSS can connect to a wide range of data sources, some of them containing data that is up to hundreds of gigabytes.

Spotlight

MicroSolved, Inc

MicroSolved, Inc. is one of the oldest, most respected information security consulting companies. Our experience includes securing some of the largest networks and most sensitive information in the world. Since our beginning, security has been a laser focus. We have protected various government agency networks, routinely assess multi-national networks, secured electronic voting and banking systems and assessed environments and applications that process trillions of dollars in transactions each year.

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FUTURE TECH

AI's Impact on Improving Customer Experience

Article | July 14, 2022

To enhance the consumer experience, businesses all over the world are experimenting with artificial intelligenace (AI), machine learning, and advanced analytics. Artificial intelligence (AI) is becoming increasingly popular among marketers and salespeople, and it has become a vital tool for businesses that want to offer their customers a hyper-personalized, outstanding experience. Customer relationship management (CRM) and customer data platform (CDP) software that has been upgraded with AI has made AI accessible to businesses without the exorbitant expenses previously associated with the technology. When AI and machine learning are used in conjunction for collecting and analyzing social, historical, and behavioral data, brands may develop a much more thorough understanding of their customers. In addition, AI can predict client behavior because it continuously learns from the data it analyzes, in contrast to traditional data analytics tools. As a result, businesses may deliver highly pertinent content, boost sales, and enhance the customer experience. Predictive Behavior Analysis and Real-time Decision Making Real-time decisioning is the capacity to act quickly and based on the most up-to-date information available, such as information from a customer's most recent encounter with a company. For instance, Precognitive's Decision-AI uses a combination of AI and machine learning to assess any event in real-time with a response time of less than 200 milliseconds. Precognitive's fraud prevention product includes Decision-AI, which can be implemented using an API on a website. Marketing to customers can be done more successfully by using real-time decisioning. For example, brands may display highly tailored, pertinent content and offer to clients by utilizing AI and real-time decisioning to discover and comprehend a customer's purpose from the data they produce in real-time. By providing deeper insights into what has already happened and what can be done to facilitate a sale through suggestions for related products and accessories, AI and predictive analytics are able to go further than historical data alone. This increases the relevance of the customer experience, increases the likelihood that a sale will be made, and increases the emotional connection that the customer has with a brand.

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AI TECH

The Evolution of Quantum Computing and What its Future Beholds

Article | July 11, 2022

The mechanism of quantum computers will be entirely different from anything we humans have ever created or constructed in the past. Quantum computers, like classical computers, are designed to address problems in the real world. They process data in a unique way, though, which makes them a much more effective machine than any computer in use today. Superposition and entanglement, two fundamental ideas in quantum mechanics, could be used to explain what makes quantum computers unique. The goal of quantum computing research is to find a technique to accelerate the execution of lengthy chains of computer instructions. This method of execution would take advantage of a quantum physics event that is frequently observed but does not appear to make much sense when written out. When this fundamental objective of quantum computing is accomplished, and all theorists are confident works in practice, computing will undoubtedly undergo a revolution. Quantum computing promises that it will enable us to address specific issues that current classical computers cannot resolve in a timely manner. While not a cure-all for all computer issues, quantum computing is adequate for most "needle in a haystack" search and optimization issues. Quantum Computing and Its Deployment Only the big hyperscalers and a few hardware vendors offer quantum computer emulators and limited-sized quantum computers as a cloud service. Quantum computers are used for compute-intensive, non-latency-sensitive issues. Quantum computer architectures can't handle massive data sizes yet. In many circumstances, a hybrid quantum-classical computer is used. Quantum computers don't use much electricity to compute but need cryogenic refrigerators to sustain superconducting temperatures. Networking and Quantum Software Stacks Many quantum computing software stacks virtualize the hardware and build a virtual layer of logical qubits. Software stacks provide compilers that transform high-level programming structures into low-level assembly commands that operate on logical qubits. In addition, software stack suppliers are designing domain-specific application-level templates for quantum computing. The software layer hides complexity without affecting quantum computing hardware performance or mobility.

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FUTURE TECH

Language Models: Emerging Types and Why They Matter

Article | July 26, 2022

Language model systems, often known as text understanding and generation systems, are the newest trend in business. However, not every language model is made equal. A few are starting to take center stage, including massive general-purpose models like OpenAI's GPT-3 and models tailored for specific jobs. There is a third type of model at the edge that is intended to run on Internet of Things devices and workstations but is typically very compressed in size and has few functionalities. Large Language Models Large language models, which can reach tens of petabytes in size, are trained on vast volumes of text data. As a result, they rank among the models with the highest number of parameters, where a "parameter" is a value the model can alter on its own as it gains knowledge. The model's parameters, which are made of components learned from prior training data, fundamentally describe the model's aptitude for solving a particular task, like producing text. Fine-tuned Language Models Compared to their massive language model siblings, fine-tuned models are typically smaller. Examples include OpenAI's Codex, a version of GPT-3 that is specifically tailored for programming jobs. Codex is both smaller than OpenAI and more effective at creating and completing strings of computer code, although it still has billions of parameters. The performance of a model, like its capacity to generate protein sequences or respond to queries, can be improved through fine-tuning. Edge Language Models Edge models, which are intentionally small in size, occasionally take the shape of finely tuned models. To work within certain hardware limits, they are occasionally trained from scratch on modest data sets. In any event, edge models provide several advantages that massive language models simply cannot match, notwithstanding their limitations in some areas. The main factor is cost. There are no cloud usage fees with an edge approach that operates locally and offline. As significant, fine-tuned, and edge language models grow in response to new research, they are likely to encounter hurdles on their way to wider use. For example, compared to training a model from the start, fine-tuning requires less data, but fine-tuning still requires a dataset.

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SOFTWARE

Low-code and No-code: A Business' New Best Friend

Article | July 5, 2022

Businesses are starting to integrate artificial intelligence (AI) into their workflow in greater numbers as a result of the growth of digital transformation and developments in machine learning (ML). As a result, platforms that need no coding, as well as their low-code counterparts, are becoming more popular. This development is a step toward computer science's long-term objective of automating manual coding. Low-code/no-code AI platforms will be beneficial to businesses in more data-driven industries like marketing, sales, and finance. AI can assist in a variety of ways, including automating invoicing, evaluating reports, making intelligent suggestions, and anticipating churn rates. How Does an Organization Look at Low-code/No-code as the Future? Developers and other tech-related positions are in high demand, particularly in the fields of AI and data science. Organizations have the chance to close the gap with the aid of citizen data scientists who don't require an AI professional to design unique AI solutions for many scenarios, thanks to low-code and no-code AI technologies. The demand for technological solutions and AI technologies is rising significantly as the technological landscape rapidly changes. AI systems, for example, require complex software that uses a lot of code, a variety of frameworks, and the Internet of Things (IoT). One person's capacity to comprehend every technical detail is strained by the array of complicated technology. Software delivery must be timely, effective, and secure while maintaining high standards. Conclusion Low-code AI solutions offer the speed, ease of use, and adaptability of ready-made software solutions while also drastically reducing the time to market for AI solutions and the cost of recruiting software and computer vision engineers. Organizations are free to construct the architecture, functionality, or pipeline that best suits their project, the sky being the limit. However, creating such unique models may be both costly and time-consuming. Therefore, employing low-code/no-code platforms would apply to particular pipeline actions that would streamline and accelerate the processes.

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Spotlight

MicroSolved, Inc

MicroSolved, Inc. is one of the oldest, most respected information security consulting companies. Our experience includes securing some of the largest networks and most sensitive information in the world. Since our beginning, security has been a laser focus. We have protected various government agency networks, routinely assess multi-national networks, secured electronic voting and banking systems and assessed environments and applications that process trillions of dollars in transactions each year.

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AI TECH

Dataiku Joins Deloitte US Data and AI Alliance Ecosystem

Dataiku | July 15, 2022

Dataiku, the platform for Everyday AI, today unveiled it has joined the Deloitte US Data and AI Alliance Ecosystem to help customers implement and scale AI and MLOps across their organizations. Deloitte’s alliance ecosystem includes relationships with more than 60 of the world’s leading companies focused on solving clients’ most complex challenges and enabling them to shape new markets and drive measurable value. Together, Deloitte and Dataiku help enterprises build reusable AI projects that deliver value at scale. Deloitte’s experience in automation, data transformation, integration with multiple complex technologies, optimizing performance, and enabling self-service platforms complement Dataiku’s enterprise-ready plug-and-play capabilities for data scientists and everyday business users alike, all on a single platform. “Dataiku’s alliance with Deloitte advances the mission of enabling Everyday AI. By combining our platform with Deloitte's AI transformation capabilities, our joint clients can accelerate the value they realize from their data investments across a broad set of industries and applications. Together, we are taking an important step forward in shaping the future of AI.” David Tharp, SVP Ecosystems and Alliances, Dataiku Deloitte and Dataiku are working jointly to help enterprises across industries deploy AI solutions at scale to thousands of users, improve efficiencies in ML pipelines, manage risk and governance, and enhance data quality. Common use cases include customer churn, recommendation engines, fraud detection, anomaly detection, predictive maintenance, planning and forecasting, deep learning, and data governance. In addition, Deloitte uses Dataiku internally for data science applications. “Deloitte has seen firsthand through our own implementations how Dataiku quickly delivers value to our joint enterprise clients,” said Frank Farrall, Principal, AI and Data Alliances Leader at Deloitte Consulting LLP. “With a strong track record helping enterprises realize the business benefits of data, AI, and MLOps, Dataiku is a strong fit for our data and AI ecosystem and will help us better serve clients on their path to a modern data environment.” About Dataiku Dataiku is the platform for Everyday AI that allows companies to leverage one central solution to design, deploy, govern, and manage AI and analytics applications. Since its founding in 2013, the company has been the leader in democratizing data and empowering organization-wide collaboration. Today, more than 450 companies worldwide use Dataiku to integrate and streamline their use of data, analytics, and AI, driving diverse use cases from fraud detection and customer churn prevention, to predictive maintenance and supply chain optimization.

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AI APPLICATIONS

CoreView Launches Business Operations in Australia, Helping Customers Get Microsoft 365 Under Control Worldwide

CoreView | July 11, 2022

CoreView, the global leader in Microsoft 365 Management, today announced the expansion of its business operations in Australia, aimed at strengthening the company’s partnerships with clients in the Asia-Pacific market and responding to increasing demand in the region. This announcement comes in conjunction with the hiring of Chris Lawley as Regional Manager — an expert in SaaS platforms and technology, currently based in Sydney. This expansion comes on the heels of a period of rapid growth for the company, as CoreView has grown by nearly 229 percent in the last 3 years — taking its mission to manage the chaos of Microsoft 365 to a variety of new partners and regions. In tandem with this growth, CoreView has continued to help customers better manage Microsoft 365 — including adding advanced capabilities for managing Microsoft Teams, Teams Voice, and hybrid environments. “I am beyond excited to help introduce and expand CoreView’s presence in Australia and the wider APAC region,” said Lawley. “There is such a clear need for a data- and insights-driven management solution like CoreView, particularly given how heavily regulated security and compliance are in this market. As such, I have no doubt that CoreView will provide a number of benefits to our current and future partners here, helping uplevel IT management in the Microsoft 365 space.” Already working with resellers in North America, Europe and the Middle East, CoreView also recently signed strategic deals with Data3 and rhipe — a Crayon Company — leaders in cloud solutions and technology in Asia-Pacific — with a healthy pipeline of additional relationships and deals lined up. As the premier Microsoft 365 management solution, CoreView’s goal is to empower partners with the data, insights, and actionable processes necessary to support operational improvements and enable real transformation for customers. About CoreView CoreView stops the chaos and gets Microsoft 365 under control. The CoreView Microsoft 365 Management Platform helps IT teams get the full value from Microsoft 365, gain full oversight of their environment, and move at full speed. More than 10 million users and the world’s largest organizations rely on CoreView to craft perfect privileges, eliminate wasted licenses, drive adoption, and automate repetitive tasks. A Microsoft Gold Partner, CoreView is Co-Sell Prioritized and available on the Azure Marketplace.

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SOFTWARE

PSPDFKit Extends Document Technology Platform With Strategic Acquisitions of ORPALIS and Aquaforest

PSPDFKit | May 16, 2022

PSPDFKit, the leading document processing and manipulation foundation for tomorrow's developers, today announced the acquisition of France-based ORPALIS Imaging Technologies and U.K.-based Aquaforest, leading providers of document imaging components and enterprise software solutions. The combination of PSPDFKit, ORPALIS, and Aquaforest creates a unique foundation for enabling developers to better execute on their roadmaps and thrive in an all-digital world. Backed by New York-based global venture capital and private equity firm Insight Partners, the combination harnesses the capabilities of three leading providers to deliver an unmatched level of document expertise and resources to enable developers and enterprises to innovate beyond paper. ORPALIS's expertise in .NET and Windows is combined with rare domain knowledge in OCR and PDF rendering engines. The company's core technology is focused on the application of OCR, barcode, PDF rendering and compression, MS Office, document conversion, document scanning, and document imaging capabilities to enterprise SDKs, offering developers the ability to deliver compelling solutions faster. For PSPDFKit customers, this ultimately means a more comprehensive OCR solution, AI-based document tools, deeper PDF expertise, and access to more than 3000 new capabilities across 100 new file formats. Aquaforest offers an enterprise software suite for PDF data extraction, OCR, and metadata tagging with SharePoint, Microsoft Power Automate, Azure, and Windows Servers. The addition complements PSPDFKit's acquisition of Muhimbi in January 2022, offering customers a comprehensive enterprise software solution for the low-code/no-code and SharePoint space, ensuring they can more effectively work with documents. "In today's climate of digital transformation, developers are looking for partners with the expertise, tools, and technology to help them realize the digital revolution's promises today, By joining PSPDFKit, ORPALIS, and Aquaforest together, we're making it possible for these innovative developers and enterprises to unlock the potential of tomorrow and bring their ideas to life. With the combination we have put together, it's safe to say there is no better digital document foundation out there that is focused solely on enabling developers seeking to innovate beyond paper and fuel transformation." Jonathan Rhyne, Co-Founder and CEO of PSPDFKit "We are thrilled to join the PSPDFKit family and together continue to deliver top-performing document solutions to the enterprise market," says Elodie Tellier, Managing Director of the ORPALIS group and member of the PDF Association Board of Directors. "By bringing together these companies, developers and their organizations will have access to a broad portfolio of industry-leading solutions, as well as cutting edge technology as we focus on building what the future could look like." Neil Pitman, Founder and CEO of Aquaforest: "Aquaforest teaming up with PSPDFKit positions us to bring a higher level of value to the businesses that rely on our solutions and help even more organizations, IT specialists, and aspiring low-code builders to drive even more impactful business outcomes." District Capital Partners served as financial advisor, Willkie Farr & Gallagher LLP served as legal advisor, and Deloitte served as accounting advisor to PSPDFKit during this transaction. In Extenso Finance & Transmission served as financial advisor, and Fidal Toulouse served as legal advisor to ORPALIS. About ORPALIS ORPALIS is an editor of imaging software, PDF processing tools, and large-scale document flow management solutions for professionals of all industries and individuals worldwide. About Aquaforest Aquaforest was established in 2001 to provide High-Performance PDF, OCR, and SharePoint products to a worldwide market. Aquaforest are experts in Searchable PDFs. Thousands of organizations rely on Aquaforest solutions as part of their document workflow processes. About PSPDFKit PSPDFKit develops software development toolkits and related frameworks that enable document creation, manipulation, collaboration, and innovation within its customers' applications. The company's products cover all major platforms and support a wide range of programming languages, and can be deployed on-premises or in the cloud with ease and at any scale. PSPDFKit has earned its developers-first reputation by pioneering products that are easily integrated, completely customizable to fit any deployment and workflow, and trusted by startups, SMBs, and some of the largest multinational enterprises alike. About Insight Partners Insight Partners is a global software investor partnering with high-growth technology, software, and Internet startup and ScaleUp companies that are driving transformative change in their industries. As of February 24, 2022, the closing of the firm's recent fundraise, Fund XII, brings Insight Partners regulatory assets under management to over $90B. Insight Partners has invested in more than 600 companies worldwide and has seen over 55 portfolio companies achieve an IPO. Headquartered in New York City, Insight has offices in London, Tel Aviv, and Palo Alto. Insight's mission is to find, fund, and work successfully with visionary executives, providing them with practical, hands-on software expertise to foster long-term success. Insight Partners meets great software leaders where they are in their growth journey, from their first investment to IPO.

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AI TECH

Dataiku Joins Deloitte US Data and AI Alliance Ecosystem

Dataiku | July 15, 2022

Dataiku, the platform for Everyday AI, today unveiled it has joined the Deloitte US Data and AI Alliance Ecosystem to help customers implement and scale AI and MLOps across their organizations. Deloitte’s alliance ecosystem includes relationships with more than 60 of the world’s leading companies focused on solving clients’ most complex challenges and enabling them to shape new markets and drive measurable value. Together, Deloitte and Dataiku help enterprises build reusable AI projects that deliver value at scale. Deloitte’s experience in automation, data transformation, integration with multiple complex technologies, optimizing performance, and enabling self-service platforms complement Dataiku’s enterprise-ready plug-and-play capabilities for data scientists and everyday business users alike, all on a single platform. “Dataiku’s alliance with Deloitte advances the mission of enabling Everyday AI. By combining our platform with Deloitte's AI transformation capabilities, our joint clients can accelerate the value they realize from their data investments across a broad set of industries and applications. Together, we are taking an important step forward in shaping the future of AI.” David Tharp, SVP Ecosystems and Alliances, Dataiku Deloitte and Dataiku are working jointly to help enterprises across industries deploy AI solutions at scale to thousands of users, improve efficiencies in ML pipelines, manage risk and governance, and enhance data quality. Common use cases include customer churn, recommendation engines, fraud detection, anomaly detection, predictive maintenance, planning and forecasting, deep learning, and data governance. In addition, Deloitte uses Dataiku internally for data science applications. “Deloitte has seen firsthand through our own implementations how Dataiku quickly delivers value to our joint enterprise clients,” said Frank Farrall, Principal, AI and Data Alliances Leader at Deloitte Consulting LLP. “With a strong track record helping enterprises realize the business benefits of data, AI, and MLOps, Dataiku is a strong fit for our data and AI ecosystem and will help us better serve clients on their path to a modern data environment.” About Dataiku Dataiku is the platform for Everyday AI that allows companies to leverage one central solution to design, deploy, govern, and manage AI and analytics applications. Since its founding in 2013, the company has been the leader in democratizing data and empowering organization-wide collaboration. Today, more than 450 companies worldwide use Dataiku to integrate and streamline their use of data, analytics, and AI, driving diverse use cases from fraud detection and customer churn prevention, to predictive maintenance and supply chain optimization.

Read More

AI APPLICATIONS

CoreView Launches Business Operations in Australia, Helping Customers Get Microsoft 365 Under Control Worldwide

CoreView | July 11, 2022

CoreView, the global leader in Microsoft 365 Management, today announced the expansion of its business operations in Australia, aimed at strengthening the company’s partnerships with clients in the Asia-Pacific market and responding to increasing demand in the region. This announcement comes in conjunction with the hiring of Chris Lawley as Regional Manager — an expert in SaaS platforms and technology, currently based in Sydney. This expansion comes on the heels of a period of rapid growth for the company, as CoreView has grown by nearly 229 percent in the last 3 years — taking its mission to manage the chaos of Microsoft 365 to a variety of new partners and regions. In tandem with this growth, CoreView has continued to help customers better manage Microsoft 365 — including adding advanced capabilities for managing Microsoft Teams, Teams Voice, and hybrid environments. “I am beyond excited to help introduce and expand CoreView’s presence in Australia and the wider APAC region,” said Lawley. “There is such a clear need for a data- and insights-driven management solution like CoreView, particularly given how heavily regulated security and compliance are in this market. As such, I have no doubt that CoreView will provide a number of benefits to our current and future partners here, helping uplevel IT management in the Microsoft 365 space.” Already working with resellers in North America, Europe and the Middle East, CoreView also recently signed strategic deals with Data3 and rhipe — a Crayon Company — leaders in cloud solutions and technology in Asia-Pacific — with a healthy pipeline of additional relationships and deals lined up. As the premier Microsoft 365 management solution, CoreView’s goal is to empower partners with the data, insights, and actionable processes necessary to support operational improvements and enable real transformation for customers. About CoreView CoreView stops the chaos and gets Microsoft 365 under control. The CoreView Microsoft 365 Management Platform helps IT teams get the full value from Microsoft 365, gain full oversight of their environment, and move at full speed. More than 10 million users and the world’s largest organizations rely on CoreView to craft perfect privileges, eliminate wasted licenses, drive adoption, and automate repetitive tasks. A Microsoft Gold Partner, CoreView is Co-Sell Prioritized and available on the Azure Marketplace.

Read More

SOFTWARE

PSPDFKit Extends Document Technology Platform With Strategic Acquisitions of ORPALIS and Aquaforest

PSPDFKit | May 16, 2022

PSPDFKit, the leading document processing and manipulation foundation for tomorrow's developers, today announced the acquisition of France-based ORPALIS Imaging Technologies and U.K.-based Aquaforest, leading providers of document imaging components and enterprise software solutions. The combination of PSPDFKit, ORPALIS, and Aquaforest creates a unique foundation for enabling developers to better execute on their roadmaps and thrive in an all-digital world. Backed by New York-based global venture capital and private equity firm Insight Partners, the combination harnesses the capabilities of three leading providers to deliver an unmatched level of document expertise and resources to enable developers and enterprises to innovate beyond paper. ORPALIS's expertise in .NET and Windows is combined with rare domain knowledge in OCR and PDF rendering engines. The company's core technology is focused on the application of OCR, barcode, PDF rendering and compression, MS Office, document conversion, document scanning, and document imaging capabilities to enterprise SDKs, offering developers the ability to deliver compelling solutions faster. For PSPDFKit customers, this ultimately means a more comprehensive OCR solution, AI-based document tools, deeper PDF expertise, and access to more than 3000 new capabilities across 100 new file formats. Aquaforest offers an enterprise software suite for PDF data extraction, OCR, and metadata tagging with SharePoint, Microsoft Power Automate, Azure, and Windows Servers. The addition complements PSPDFKit's acquisition of Muhimbi in January 2022, offering customers a comprehensive enterprise software solution for the low-code/no-code and SharePoint space, ensuring they can more effectively work with documents. "In today's climate of digital transformation, developers are looking for partners with the expertise, tools, and technology to help them realize the digital revolution's promises today, By joining PSPDFKit, ORPALIS, and Aquaforest together, we're making it possible for these innovative developers and enterprises to unlock the potential of tomorrow and bring their ideas to life. With the combination we have put together, it's safe to say there is no better digital document foundation out there that is focused solely on enabling developers seeking to innovate beyond paper and fuel transformation." Jonathan Rhyne, Co-Founder and CEO of PSPDFKit "We are thrilled to join the PSPDFKit family and together continue to deliver top-performing document solutions to the enterprise market," says Elodie Tellier, Managing Director of the ORPALIS group and member of the PDF Association Board of Directors. "By bringing together these companies, developers and their organizations will have access to a broad portfolio of industry-leading solutions, as well as cutting edge technology as we focus on building what the future could look like." Neil Pitman, Founder and CEO of Aquaforest: "Aquaforest teaming up with PSPDFKit positions us to bring a higher level of value to the businesses that rely on our solutions and help even more organizations, IT specialists, and aspiring low-code builders to drive even more impactful business outcomes." District Capital Partners served as financial advisor, Willkie Farr & Gallagher LLP served as legal advisor, and Deloitte served as accounting advisor to PSPDFKit during this transaction. In Extenso Finance & Transmission served as financial advisor, and Fidal Toulouse served as legal advisor to ORPALIS. About ORPALIS ORPALIS is an editor of imaging software, PDF processing tools, and large-scale document flow management solutions for professionals of all industries and individuals worldwide. About Aquaforest Aquaforest was established in 2001 to provide High-Performance PDF, OCR, and SharePoint products to a worldwide market. Aquaforest are experts in Searchable PDFs. Thousands of organizations rely on Aquaforest solutions as part of their document workflow processes. About PSPDFKit PSPDFKit develops software development toolkits and related frameworks that enable document creation, manipulation, collaboration, and innovation within its customers' applications. The company's products cover all major platforms and support a wide range of programming languages, and can be deployed on-premises or in the cloud with ease and at any scale. PSPDFKit has earned its developers-first reputation by pioneering products that are easily integrated, completely customizable to fit any deployment and workflow, and trusted by startups, SMBs, and some of the largest multinational enterprises alike. About Insight Partners Insight Partners is a global software investor partnering with high-growth technology, software, and Internet startup and ScaleUp companies that are driving transformative change in their industries. As of February 24, 2022, the closing of the firm's recent fundraise, Fund XII, brings Insight Partners regulatory assets under management to over $90B. Insight Partners has invested in more than 600 companies worldwide and has seen over 55 portfolio companies achieve an IPO. Headquartered in New York City, Insight has offices in London, Tel Aviv, and Palo Alto. Insight's mission is to find, fund, and work successfully with visionary executives, providing them with practical, hands-on software expertise to foster long-term success. Insight Partners meets great software leaders where they are in their growth journey, from their first investment to IPO.

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