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Recent research shows that 67% of enterprises are using generative AI to create new content and data based on learned patterns; 50% are using predictive AI, which employs machine learning (ML) algorithms to forecast future events; and 45% are using deep learning, a subset of ML that powers both generative and predictive models.
There are many areas of research and focus sprouting from the capabilities presented through LLMs. For instance, If you want to create a system to write blog entries, you might have a researcher agent, a writer agent and a user agent. In 2024, a new trend called agentic AI emerged.
More about the research For our primary research, we interviewed more than 2,300 executive and senior IT and business leaders from organisations in 34 countries across North America, Europe, Asia Pacific, Latin America, and the Middle East and Africa. The report identifies that most CEOs view GenAI as transformational.
More about the research For our primary research, we interviewed more than 2,300 executive and senior IT and business leaders from organisations in 34 countries across North America, Europe, Asia Pacific, Latin America, and the Middle East and Africa. The report identifies that most CEOs view GenAI as transformational.
4, NIST released the draft Guidance for Implementing Zero Trust Architecture for public comment. Tenable has been proud to work alongside the NIST National Cybersecurity Center of Excellence (NCCoE) to launch the Zero Trust Architecture Demonstration Project.
Our research shows 52% of organizations are increasing AI investments through 2025 even though, along with enterprise applications, AI is the primary contributor to tech debt. What part of the enterprise architecture do you need to support this, and what part of your IT is creating tech debt and limiting your action on these ambitions?
More organizations than ever have adopted some sort of enterprise architecture framework, which provides important rules and structure that connect technology and the business. The results of this company’s enterprise architecture journey are detailed in IDC PeerScape: Practices for Enterprise Architecture Frameworks (September 2024).
Alibaba has constructed a sophisticated microservices architecture to address the challenges of serving its vast user base and handling complex business operations. This article draws from research by Luo et al.,
Forrester Research this week unleashed a slate of predictions for 2025. Noting that companies pursued bold experiments in 2024 driven by generative AI and other emerging technologies, the research and advisory firm predicts a pivot to realizing value. 75% of firms that build aspirational agentic AI architectures on their own will fail.
Which are not longer an architectural fit? In this environment it is critical that technology leaders reduce the footprint of and remove the legacy systems that are difficult to change, do not fit with future architectures, and that trend toward obsolescence. Which are obsolete? Which are a nightmare to support?
It adopted a microservices architecture to decouple legacy components, allowing for incremental updates without disrupting the entire system. Learn more about IDC’s research for technology leaders OR subscribe today to receive industry-leading research directly to your inbox. Contact us today to learn more.
With digital operating models altering business processes and the IT landscape, enterprise architecture (EA) — a rigid stalwart of IT — has shown signs of evolving as well. An enterprise architecture tool is often sold as a prerequisite by consulting firms that often earn software commissions.
According to a Bank of America survey of global research analysts and strategists released in September, 2024 was the year of ROI determination, and 2025 will be the year of enterprise AI adoption. Agents can be more loosely coupled than services, making these architectures more flexible, resilient and smart.
The agencies recommend that organizations developing and deploying AI systems incorporate the following: Ensure a secure deployment environment : Confirm that the organization’s IT infrastructure is robust, with good governance, a solid architecture and secure configurations in place.
Tay notes that Accenture research shows that enterprises with digital core investments accelerate their reinvention and innovation, achieving up to 60% higher revenue growth rates and a 40% boost in profits. He advises beginning the new year by revisiting the organizations entire architecture and standards.
5 key findings: AI usage and threat trends The ThreatLabz research team analyzed activity from over 800 known AI/ML applications between February and December 2024. ThreatLabz researchers demonstrated how DeepSeek can be manipulated to quickly generate phishing pages that mimic trusted brands. Here are the notable findings: 1.
Judes Research Hospital, the public cloud is a good way to get knowledge into the hands of researchers who arent part of their ecosystem today, says SVP and CIO Keith Perry. Judes Research Hospital St. Hidden costs of public cloud For St. Judes Perry.
Since these technology solutions can’t scale without a modular, well-architected foundation of platform services, she’s set her sights on moving from a set of customized and packaged software to a more modern architecture. We need our architecture to help deliver on that intent.” My team is very proactive and customer-focused.
Without the right cloud architecture, enterprises can be crushed under a mass of operational disruption that impedes their digital transformation. What’s getting in the way of transformation journeys for enterprises? Unfortunately, research shows otherwise.
Now, an international team of researchers report in Quantum Machine Intelligence that advances in architecture, perception and potential applications, could address the limitations of classical […] The post Researchers Report The Convergence of Quantum Computing And AI Could Lead to Qubots appeared first on OODAloop.
In 2008, SAP developed the SAP HANA architecture in collaboration with the Hasso Plattner Institute and Stanford University with the goal of analyzing large amounts of data in real-time. The entire architecture of S/4HANA is tightly integrated and coordinated from a software perspective. In 2010, SAP introduced the HANA database.
According to research from NTT DATA , 90% of organisations acknowledge that outdated infrastructure severely curtails their capacity to integrate cutting-edge technologies, including GenAI, negatively impacts their business agility, and limits their ability to innovate. [1]
According to BMC research in partnership with Forbes Insight , more than 80% of IT leaders trust AI output and see a significant role for AI, including but not limited to generative AI outputs. Research respondents believe AI will positively impact IT complexity and improve business outcomes.
More about the research For our primary research, we interviewed more than 2,300 executive and senior IT and business leaders from organisations in 34 countries across North America, Europe, Asia Pacific, Latin America, and the Middle East and Africa. The report identifies that most CEOs view GenAI as transformational.
Sharing of resources, ideas and research between teams should not only be encouraged but should be bestowed with tangible rewards. Cultivating a culture in which collective pronouns are used (we instead of I, me, us, and them) and each team acting as a cheerleader for the other, several of the negative team behaviors can be stemmed.
Added up, perhaps these are among the reasons that 51% of companies have not seen an increase in performance or profitability from digital investments, according to KPMG research. They were new products, interfaces, and architectures to do the same thing we always did. Amazon reimagined commerce to become digital-first.
Andreas Mueller is a Research Scientist at the Data Science Institute at Columbia University. Early on, he worked as an Assistant Research Scientist at the Center of Data Science at New York University and as a Machine Learning Scientist at Amazon. He recently joined Google’s AI research team, Google Brain, as a researcher.
Andreas Mueller is a Research Scientist at the Data Science Institute at Columbia University. Early on, he worked as an Assistant Research Scientist at the Center of Data Science at New York University and as a Machine Learning Scientist at Amazon. He recently joined Google’s AI research team, Google Brain, as a researcher.
They researched Thoughtwork's portfolio to analyze why companies struggle to scale, spanning across Technology, People, and Product. Covering areas such as experimentation culture, overcomplicated architectures, onboarding, developer productivity, product and engineering collaboration, and cost efficiency.
Forrester Research analyst John Kindervag coined the term “zero trust” in 2010 because, at the time, the concept of trustworthy internal networks and untrusted external networks was seen as flawed. As a result, VPNs are widely used by those who wish to protect their details while using the web. Zero Trust.
Indeed, many of the same governments that are actively developing broad, risk-based, AI regulatory frameworks have concurrently established AI safety institutes to conduct research and facilitate a technical approach to increasing AI system resilience.
Founded in 2016 by chief executive officer SeungTaek Oh, the startup has three data annotation tools: AIMMO DaaS, which manages sensor fusion data for autonomous vehicle corporations; AIMMO GtaaS, a turnkey-based platform for big data; and AIMMO Enterprises, launched in 2020, a web-based SaaS annotation labeling tool using cloud architecture.
To meet that challenge, many are turning to edge computing architectures. According to IDC research, edge computing is growing worldwide at 15% annually and will reach $232 billion in 2024. convenience store chain, is relying on edge architecture to underpin the company’s forays into AI. Edge architectures vary widely.
Hes seeing the need for professionals who can not only navigate the technology itself, but also manage increasing complexities around its surrounding architectures, data sets, infrastructure, applications, and overall security.
Its evidence-based A Forrester research showed that organizations with strong alignment between IT and business strategies achieve up to 36% higher profitability. A high-performing database architecture can significantly improve user retention and lead generation.
Our digital transformation has coincided with the strengthening of the B2C online sales activity and, from an architectural point of view, with a strong migration to the cloud,” says Vibram global DTC director Alessandro Pacetti. Plus, AI has been integrated into the e-commerce site to support product research and recommendations.
As an indicator of where TripleBlind is finding initial traction for its product, Mayo — one of the world’s leading institutions for medical research — is one of TripleBlind’s strategic investors. It works with data in a variety of formats, including PII, PHI, genomic data, images, and confidential financial records.
Customers are engaging through multiple channels, yet 2024 Forrester Research reported that consumer perceptions of Customer Experience had dropped in three consecutive years to its lowest point ever. [i] Forrester Research. Vendor lock-in and cost overruns = higher expenses with limited flexibility. Learn more here.
Accelerate building on AWS What if your AI assistant could instantly access deep AWS knowledge, understanding every AWS service, best practice, and architectural pattern? Skip hours of documentation research and immediately access ready-to-use patterns for complex services such as Amazon Bedrock Knowledge Bases.
Some research suggests that synthetic data has the potential to address many of the development challenges plaguing companies attempting to operationalize AI. It’s not just marketing bluster, necessarily.
There is a pending concern about how to manage AI agents in the cloud, says Dave McCarthy, research vice president at IDC, noting that the expanding availability of AI agents from startups and established vendors will give CIOs asset management, security, and versioning challenges.
Zero Trust architecture, rapid patching and other foundational security practices remain crucial. GenAI and Malware Creation Our research into GenAI and malware creation shows that while AI can't yet generate novel malware from scratch, it can accelerate attackers' activities. Secure AI by design from the start.
In 2016, Andrew Ng, one of the best-known researchers in the field of AI,wroteabout the benefits of establishing a chief AI officer role in companies, as well as the characteristics and responsibilities such a role should have. In many companies, they overlap with the functions of the CIO, the CDO, the CTO, and even the CISO.
But… Ransomware Efficacy Hangs in the Balance as Organizations Enhance Resilience We anticipate a shift in the effectiveness of ransomware demands as organizations increasingly focus on enhancing disaster recovery capabilities, leveraging cloud-based redundancies and investing in resilient architectures.
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