Data Management, Analytics & AI

  • AI has become a key investment for organizations as they seek to foster innovation and gain a competitive edge. But selecting and deploying the right AI solution is still quite challenging, often entailing substantial initial and ongoing investments of time, people, and money. Recent research by TechTarget’s Enterprise Strategy Group sought to understand the time-to-value situation for AI projects today and what this might say about innovation in the AI market in general.

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  • Governance Hurdles Hinder Midmarket Organizations

    In a competitive business climate that is driving constant and massive data growth, maintaining sound data governance practices and compliance with regulations has become a major priority for IT and business leaders alike. Recent research by TechTarget’s Enterprise Strategy Group revealed that a certain type of organization is struggling more than others with important data governance practices.

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  • Cloud Data Recoverability Leaves Much to Be Desired

    By a wide margin, most organizations are satisfied with data recovery speed in the public cloud, according to Enterprise Strategy Group’s research. However, half are recovering 75% or less of their data, and the overall average is 69% on recoveries of cloud-based data. Improvements are needed to approach or match service levels common in other mission-critical IT processes. One option that could help: on-premises storage of key operational data to augment cloud data protection tools.

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  • The cloud data protection market is growing quickly: Enterprise Strategy Group’s research found that the use of cloud-based services will be close to universal soon. But data protection is an increasingly dynamic process, with a majority of organizations reassessing their strategies every 12 to 36 months. The lack of consensus on the differences between BaaS and DRaaS technologies could complicate buying decisions for prospective users, who should focus on their organization’s requirements and how different vendors can meet them.

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  • To stay competitive in today’s tight economy and highly competitive markets, the effective use of data has become a core business requirement. Many IT organizations are using data platforms to collect, manage, and process curated data as well as deliver it to critical business lines in real time. Recent research by TechTarget’s Enterprise Strategy Group shows noteworthy findings regarding how these efforts are playing out in modern IT organizations.

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  • IT teams tasked with meeting the breakneck speed of modern business are contending with a constant state of change, adding tools, services, and whole vendor relationships quickly when needed to support demands across their companies. Recent research into the data platforms market by TechTarget’s Enterprise Strategy Group shows that this situation is a nearly universal trend, with some interesting implications for vendors and the professionals they serve.

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  • Nathan McAfee

  • Organizations have been broadly and enthusiastically adopting initiatives involving artificial intelligence, and the maturity of those initiatives within business operations is on the rise. Recent research by TechTarget’s Enterprise Strategy Group found two key drivers of these trends: anxieties that businesses will miss out on the advantages of generative AI (GenAI) and the increasing focus of vendors and partners on simplifying their products and services.

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  • Informatica and AWS: Powering Transformative Data Innovations

    In a landscape increasingly defined by data-driven insights and transformative AI, the alliance between Informatica and Amazon Web Services (AWS) has flourished. At AWS re:Invent 2023, Informatica, renowned for enterprise cloud data management, announced a trinity of integrations with AWS, marking another stride in their collaborative journey. This is just one of many “better together stories” we see across the data management industry, which greatly benefits organizations building modern data management platforms to fully empower their business with intelligent data insights to drive faster and better decision-making, competitive advantages, and innovation. 

    Organizations first need to build the proper data management infrastructure to achieve these results. In our 2023 “State of DataOps: Unleashing the Power of Data” research, we found that 39% of organizations find keeping pace with rapidly evolving technology and tools is one of their top challenges for data management, with 33% ranking the integration of disparate data sources, 32% limited resources and 29% lack of skills. All emphasize the need for solid, forward-thinking partners.

    Some of the value brought by Informatica together with AWS in their announcement include these areas:

    Strengthening Foundations for AI-powered Solutions

    Informatica’s partnership expansion unveils a deeper integration with Amazon Bedrock, a managed service offering access to foundational models for generative AI applications. Leveraging Informatica’s Intelligent Data Management Cloud (IDMC), this integration ensures trusted data provisioning, enriching context for enhanced accuracy in pivotal AI use cases. The comprehensive suite of data management tools within IDMC, from cataloging to governance, amplifies Amazon Bedrock’s capabilities, empowering customers to harness AI’s potential.

    Empowering Healthcare Data Management

    Another milestone lies in the alignment with AWS HealthLake, a HIPAA-eligible service facilitating secure storage, transformation, and analysis of health data. Informatica’s IDMC, fortified with healthcare-specific accelerators, ensures seamless integration with AWS HealthLake. This synergy not only harmonizes master data but also furnishes a holistic view of healthcare entities. The result? Improved patient engagement, optimized provider networks, and elevated clinical outcomes—all within stringent compliance frameworks.

    Redefining Data Lake Access and Governance

    Recognized as a Launch Partner for Amazon S3 Access Grants, Informatica continues to innovate in data lake management. This integration addresses the need for streamlined, secure access to data stored in Amazon S3. By merging AI-powered data access management with Cloud Data Marketplace capabilities, Informatica simplifies self-service access while upholding enterprise-scale governance protocols.

    A Testament to Mutual Growth

    The resonance between Informatica and AWS signifies a commitment to advancing cloud, data, and AI capabilities. This underscores the significance of these integrations in empowering customers, particularly those in regulated industries, to seamlessly manage trusted data, driving intelligent decisions and operational efficiencies.

    A Future of Data Transformation

    As enterprises strive for agility and innovation, partnerships like the one between Informatica and AWS pave the way for cutting-edge solutions. These integrations exemplify a shared vision: to empower businesses with secure, governed, and actionable data—a fundamental pillar in shaping a data-driven future.

    In essence, the amalgamation of Informatica’s robust data management suite with AWS’s scalable infrastructure heralds a new era of possibilities, where data becomes not just a resource but a catalyst for unprecedented growth and innovation.

  • Commvault’s TrAIlblazing Shift

    I recently attended Commvault’s Shift event on November 8 in New York City, along with over 200 customers and partners. I am not easily impressed; it comes with the territory of being an industry analyst. Not this time. The company organized an event that marks another strategic turning point for Commvault. This time, it’s about AI. As I wrote in 2020 and the year before, this is no longer the legacy company of a few years ago. It is intent on leapfrogging others in the market—again. Competitors should take close notice.

    Credit: Photo by Christophe Bertrand

    A few years ago, Commvault redefined itself under the leadership of its then-new (and current) CEO, Sanjay Mirchandani, by making two critical moves: the acquisition of Hedvig and the creation of Commvault Cloud (previously known as Metallic). These significant strategic investments were critical to meet market requirements and competitive pressures at the time and directly positioned the company for today and for what it will be next.

    The strategic shift (pun intended) Commvault is operating is the culmination of a multifaceted technology optimization strategy through operational automation, unification, and efficiency at the platform level and a focus on data resilience at scale. These two key areas of operations and resilience were critical in building and evolving the Commvault Cloud offering while preserving the traditional installed base of on-premises and hybrid customers. The company now claims 4,000 customers for its as-a-service offering. That’s an impressive number.

    This is happening at a critical time in a market that has shifted from traditional disaster recovery to cyber-recovery or cyber-resilience, a fact that ESG recently researched and confirmed.1 Ransomware fundamentally affects business processes and operations, with significant compliance and financial exposure ramifications. The devastating impacts of repeated and often successful ransomware cyber-attacks have become the new normal, making ransomware an existential threat for many organizations. In our recent research, most respondents recognized that ransomware supersedes all other potential threats. Unfortunately, most are not well prepared to deal with it. Few organizations can successfully restore all of their data. 

    The other key trend affecting the data-protection space and beyond is the need to simplify and optimize processes and operations at scale. Many IT teams are trying to keep pace with data growth, and our research shows that they also struggle to protect mission-critical applications and deliver on key recovery objectives. Many IT and cloud operations professionals tasked with backup and recovery responsibilities drown in complexity, multiple tools, and inconsistent processes. Combine this with ransomware and you have a perfect storm. This is reflected in extended RPOs and RTOs and heightened business-level risk.

    Disaster recovery is crucial to business continuity, especially regarding application and data recovery. Testing is a critical best practice that helps identify potential issues with people, processes, and technology and enables corrective measures to be taken. Regular testing is essential for gauging one’s ability to recover from a disaster. However, many organizations find it too complex and expensive to conduct frequent testing. This can lead to extended intervals between tests, which may cause critical interdependencies between infrastructure and security teams to be overlooked. This is particularly concerning in ransomware attacks, where the need for effective collaboration between teams is paramount. Cost and the lack of skill sets are also significant factors that hinder frequent testing. 

    Recognizing this fundamental market change, Commvault has made additional strategic platform investments to bring together data protection, security (including SIEM/SOAR ecosystem integrations), intelligence, and recovery with machine learning and AI operationalizing the most complex and error-prone tasks.    

    On the ransomware front, the platform can help improve recoverability with what the company calls a “cleanroom recovery service,” allowing users to test and detect threats without impacting production. In partnership with Microsoft Azure, the platform uses AI to verify “clean” recovery points and provides a fully ready environment to recover. This is key because hardware microcode or operating systems that make up infrastructure can also be affected by cyber-attacks. So not only does one need a clean recovery point, but one also needs a clean environment to restart.

    A few years ago, Commvault made some crucial architectural decisions that are beneficial because they now clearly help differentiate the company. For instance, separating the control plane from the data plane and the storage plane is now paying off since it allows for an any-to-any set of permutations for moving data around for backup and recovery, whether on-premises or in the cloud. Today, most enterprises operate in a hybrid and multi-cloud environment. 

    Combining testing and recovery capabilities with ecosystem partnerships and integrations, the company is positioning itself as a critical player in the security supply chain without losing its focus on what it does best: data resilience and recoverability. Cloud burst capabilities help address cost at scale by only using compute for a controlled time at a fraction of the cost of a hardware-based approach. This removes the last significant objection to frequent cyber-resilience testing or recovery testing.

    Commvault recognizes that it is not a security company but a data-resilience platform company, one that is part of an ecosystem in which security technology players provide part of the broader solution.

    Over the past few months, I’ve noticed a company that’s less timid and more assertive. They are not afraid to take on their competitors and are doing so effectively with clear and precise messaging. The marketing team has executed its strategy well, and I believe that this same team will be the driving force behind the success of recent announcements, which will go beyond just the technological aspect.

    1. Enterprise Strategy Group Research Report, The Long Road Ahead to Ransomware Preparedness, 2023 ↩︎
  • Discover what’s trending on our network to engage IT buyers in market now and improve marketing and sales effectiveness. This report covers trending areas of interest across 240+ IT markets over the last 6 months (April 2023 – September 2023) in five (5) regions across the TechTarget & BrightTALK network: WW, NA, EMEA, APAC, LATAM.

    In this report you will find:


    • The top 20 broad technology markets driving the most activity in the past 6 months. Activity data can help show where audience research is growing or declining and therefore help reinforce which markets are on the rise or declining.


    • The top 25 granular topics growing the most across the TechTarget and BrightTALK network in the last 6 months. This gives insight into the content areas that are on the rise right now to leverage in your conversations.

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