6 Major Players in Data Science and Machine Learning Platforms, 2020

solutionsreview.com | February 25, 2020

Data science and machine learning platforms come in a variety of shapes and sizes to meet the ever-changing needs of organizations and their increasingly complex environments. Enterprises require solutions that can serve a number of different use caseslike data discovery, visualization and insight generation. There are both small and large providers that offer software to help these companies with both niche and common challenges, though choosing the vendor(s) that are right for your specific environment can be a daunting task.The following providers have recently been named leaders in the 2020 Gartner Magic Quadrant for Data Science and Machine Learning Platforms. The report, which highlights and scores the top products in the industry, features these four tools as being cornerstones in the space. Each provider’s market share and product portfolios differ, which is what makes them interesting to the wider audience of data consumers. Niche and emerging vendors can only hope to replicate the kind of market presence that these providers have earned over a sustained period of time. Here we provide a brief blurb about each and links to product details so you can learn more.

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BUSINESS INTELLIGENCE, BIG DATA MANAGEMENT

Dynatrace Extends Grail to Power Business Analytics with Speed and Precision

Dynatrace | November 16, 2022

Software intelligence company Dynatrace announced today that it is extending its Grail™ causational data lakehouse to power business analytics. As a result, the Dynatrace® platform can instantly capture business data from first and third-party applications at a massive scale without requiring engineering resources or code changes. It prioritizes business data separately from observability data and stores, processes, and analyzes this data while retaining the context of the complex cloud environments where it originated. Dynatrace designed these enhancements to enable business and IT teams to drive accurate, reliable, cost-effective automation and conduct efficient ad hoc analytics covering a wide range of business processes. Examples include order fulfillment and bill payments, service activation and customer onboarding workflows, and the impact on revenue from new digital services. Today’s announcement builds on capabilities that Dynatrace launched in October 2022, leveraging Grail to power log analytics and management. The company expects to continue to extend Grail to power additional development, security, IT, and business solutions. Organizations depend on digital services to drive revenue, customer satisfaction, and competitive differentiation. To optimize these services and user experiences, business and IT teams increasingly rely on insights from various business data, including application usage, conversion rates, and inventory returns. Yet, traditional business intelligence tools lack the speed, scale, flexibility, and granularity required to deliver insights about services built on complex cloud architectures. In fact, according to a study from Deloitte, two-thirds of organizations are not comfortable accessing or using data from their business intelligence tools. Business analytics in modern cloud environments requires a new approach. “Dynatrace gives us valuable insight into the business impact of our applications’ performance and enables our teams to proactively solve problems, deliver better customer experiences, and drive more value for our organization,” said Stephen Evans, Head of Quality, Monitoring, SRE/DevOps Technology at PVH. “This enhanced capability to access and store all of our business data provides the scalability our business needs. It also frees our teams from the constraints of sifting through data to determine what is valuable and what should be stored. Dynatrace’s unique ability to analyze all this data and deliver precise and contextualized answers in real time enables us to improve our digital landscape.” “To drive digital transformation at scale, organizations need trustworthy and real-time insights from their business data. Existing solutions often rely on stale data, fail to deliver precise answers in IT-context, and require manual maintenance and coding from engineers. “The Grail causational data lakehouse uniquely positions the Dynatrace platform to overcome these hurdles. By elevating the priority of business data to ensure it arrives unsampled and with lossless precision, even from third-party applications where developers are not accessible, business and IT teams using the Dynatrace platform can now easily access valuable business insights on demand. This has the capability to unlock nearly unlimited business analytics use cases, allowing our customers to instantly answer their most challenging questions with accuracy, clarity, and speed.” Bernd Greifeneder, Founder and Chief Technical Officer at Dynatrace About Dynatrace Dynatrace exists to make the world’s software work perfectly. Our unified software intelligence platform combines broad and deep observability and continuous runtime application security with the most advanced AIOps to provide answers and intelligent automation from data at an enormous scale. This enables innovators to modernize and automate cloud operations, deliver software faster and more securely, and ensure flawless digital experiences. That’s why the world’s largest organizations trust the Dynatrace® platform to accelerate digital transformation.

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BUSINESS INTELLIGENCE, BIG DATA MANAGEMENT

Clarivate Expands Real World Data and Analytics Solutions with Addition of U.S. Specialty Pharmacy Data

Clarivate | December 06, 2022

Clarivate Plc, a global leader in providing trusted information and insights to accelerate the pace of innovation, today announced the inclusion of linked specialty pharmacy claims data within real world data solutions. The new U.S. dataset will expand the real world data and analytics offerings from Clarivate. Researchers can access an in-depth view of high-cost medications and valuable insights into the patient's treatment journey in chronic, complex and rare diseases, such as rheumatoid arthritis (e.g., Humira, Enbrel), inflammatory conditions (e.g., Dupixent, Otezla), and cancer (e.g., Xgeva, Xeloda). Specialty drugs cover at least 20% of the market for chronic, complex and rare diseases. However, conventional claims data warehouses rarely include these high-cost medications, which limits the research potential of numerous diseases. Specialty pharmacy data enables life sciences professionals to: Track specialty drug uptake and understand market dynamics (market and launch analytics) Build brand-level patient profiles (brand analytics, patient journey) Measure non/adherence and switching patterns (persistency and adherence analysis) Target and appropriately engage prescribers and providers (commercial targeting) Researchers can leverage this real-world dataset to make evidence-based decisions -- developing successful strategies, optimizing commercial resources, and defining the right activities and messaging to improve patient outcomes. "Clarivate is committed to supporting customers across the drug, device and diagnostic lifecycle with timely, fit-for-purpose real world data solutions. The addition of integrated, high-capture specialty pharmacy data to the Clarivate portfolio further expands the set of questions that can be answered in the data by reducing fragmentation and bias and providing a more holistic view of the patient." Matt McKinley, VP, Head of Real World Data & Analytics The specialty pharmacy data covers over 500 specialty drugs spanning diverse therapeutic areas. The data enables a holistic analysis of complex clinical profiles reducing the need for additional data mapping or processing. The unique data and insights are updated weekly, allowing users to track changes in clinical pathways, product uptake and market dynamics. About Clarivate Clarivate™ is a global leader in providing solutions to accelerate the pace of innovation. Our bold mission is to help customers solve some of the world's most complex problems by providing actionable information and insights that reduce the time from new ideas to life-changing inventions in the areas of Academia & Government, Life Sciences & Healthcare, Professional Services and Consumer Goods, Manufacturing & technology. We help customers discover, protect and commercialize their inventions using our trusted subscription and technology-based solutions coupled with deep domain expertise.

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BUSINESS INTELLIGENCE, BIG DATA MANAGEMENT

Pico expands flagship monitoring platform into the cloud with the launch of Corvil Cloud Analytics

Pico | December 07, 2022

Pico, a leading provider of mission-critical technology services, software, data and analytics for the financial markets community, has expanded the reach and visibility of industry leading Corvil Analytics into the cloud with the launch of Corvil Cloud Analytics. Pico’s Corvil Analytics has a 20-plus year legacy across financial services in extracting and correlating technology and transaction performance intelligence from global dynamic network environments. Corvil’s high throughput, lossless, granularly time-stamped data capture provides an incredibly rich data source that can be used for broader analytics and use cases, including trade analytics. Corvil is available across multiple environments including colocation and on-prem, and now those same attributes that make Corvil Analytics an industry leader are available in the cloud with Corvil Cloud Analytics. “As companies look to move real-time applications to the cloud, they struggle with visibility when utilizing existing cloud monitoring solutions. “There is a need for deeper visibility to fill those voids, and Corvil Cloud Analytics is the solution, providing market-leading analytics for applications running in the cloud. Corvil Cloud Analytics provides our clients with the real-time analytics required to migrate their most critical workloads to the cloud, with confidence.” Stacie Swanstrom, Chief Product Officer at Pico Highlights of Corvil Cloud Analytics include: Maximum Visibility: Measures every order, every market data tick and every packet to fill the missing gap of visibility needed to manage real-time performance in public cloud environments Granular Instrumentation: Provides per-packet and per-application message analytics alongside Corvil’s AppAgent to instrument internal application performance Corvil Analytics: Provides all functions of Corvil Analytics including network congestion analytics for public cloud infrastructure, and per-hop trading and market data analytics for cloud-hosted deployments Flexibility: Pay for only what is needed in the public cloud Corvil Analytics is currently used by the world’s largest banks, exchanges, electronic market makers, quantitative hedge funds, data service providers and brokers. With the launch of Corvil Cloud Analytics, and as exchanges partner with the major cloud providers to bring trading into the cloud, Corvil can now provide a single pane of glass for monitoring colocation, on-prem and cloud environments together. “We had the vision to provide clients the same technology, visibility and rich analytics they’ve come to rely on through Corvil,” Swanstrom said. “Since Corvil Cloud Analytics is software only, this accelerates our deployments and also provides an expedited avenue for proof-of-concept use cases. It’s now easier than ever for clients to access the platform so they can see firsthand what makes Corvil an industry leader in data analytics.” Corvil Cloud Analytics provides the highly granular, real-time Corvil visibility required to understand the cause of variable performance that continues to impact real-time applications running in the public cloud. With cloud applications, there is no hardware CapEx costs, lead times, or shipping and installation challenges. Corvil Cloud Analytics is simple to scale, easy to deploy and can be up and running in hours instead of weeks. Corvil’s industry leading visibility and intelligence is now available for businesses wanting the competitive edge in the cloud. About Pico Pico is a leading provider of technology services for the financial markets community. Pico provides a best-in-class portfolio of innovative, transparent, low-latency markets solutions coupled with an agile and expert service delivery model. Instant access to financial markets is provided via PicoNet™, a globally comprehensive network platform instrumented natively with Corvil to generate analytics and telemetry. Clients choose Pico when they want the freedom to move fast and create an operational edge in the fast-paced world of financial markets.

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BUSINESS INTELLIGENCE, BIG DATA MANAGEMENT, BUSINESS STRATEGY

BayBridgeDigital Expands Partnership With Snowflake To Turn Data Into Insights For Salesforce Customers

BayBridgeDigital | December 15, 2022

BayBridgeDigital, the game-changing software company, announced the expansion of their partnership with snowflake, the Data Cloud company, to simplify business data pipelines and optimize data stored in the cloud for Salesforce customers. The partnership will allow salesforce customers to help their clients build data-based technology solutions. We’re excited to expand our partnership with Snowflake to give our Salesforce customers better experiences and the opportunity to better leverage their data. Alain Attias, CEO at BayBridgeDigital BayBridgeDigital is strengthening its cloud solutions across the retail industry by combining Snowflake’s single, integrated platform with Salesforce clouds to allow customers to drive real-time and seamless customer-centric outcomes. “We look forward to the continuation of our partnership with BayBridgeDigital as we work together to unlock new value for customers and assist them in their digital journeys” Edouard Beaucourt, Country Manager of France at Snowflake.

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Spotlight

Every minute of downtime can mean thousands of dollars in lost business. When ransomware hits, paying the ransom can be tempting, but it isn’t the quick fix organizations are hoping for. Payment doesn’t always guarantee recovery, let alone a timely one. According to lDC's Worldwide Future Enterprise Resiliency and Spending Surve

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