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Dynatrace Introduces New AI-Powered Log Analytics Capabilities

Dynatrace announced new AI-powered log analytics capabilities to address the growing challenges organizations face with legacy log management solutions.  

Dynatrace, with its enhanced log analytics capabilities and streamlined approach, delivers several key innovations:

  • Davis® AI Integration: The powerful Dynatrace AI engine, Davis AI, provides instant explanations of log content, making complex analytics tasks more accessible to teams across the organization. Users can use natural language to create queries, build dashboards, and generate reports.
  • Natural Language Interface: A streamlined interface eliminates the need for specialized query languages, democratizing log analytics across teams through intuitive search and filtering capabilities. This empowers more users to access and analyze log data without extensive training.
  • OpenPipeline Technology: Enables teams to automatically enrich ingested logs with crucial IT context, such as Kubernetes environment details, to drive faster data understanding and more effective analysis. Logs are easily transformed into metrics or business events, streamlining integration with dashboards and analytics tools for real-time insights. Teams can pre-process common technologies, making it easier to search and filter information quickly, providing faster answers to critical business needs.
  • New Simplified Pricing Model: A new queries-included pricing structure helps organizations better predict annual costs and quickly scale their log management initiatives, particularly for high-query use cases. This eliminates the need to manually monitor query usage for cost control.

“I am passionate about the value that correlated data insights provides and I am excited to build innovative solutions that empower our customers to drive better business outcomes,” said Mala Pillutla, Vice President, Log Management at Dynatrace. “Organizations today face the challenge of managing a multitude of monitoring tools, resulting in fragmented and often conflicting insights across their critical infrastructure and applications. By providing integrated log management with in-context analytics, we enable our customers to transform data into actionable insights that help build resilience and reliability of their most critical digital assets.” 

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Dynatrace Introduces New AI-Powered Log Analytics Capabilities

Dynatrace announced new AI-powered log analytics capabilities to address the growing challenges organizations face with legacy log management solutions.  

Dynatrace, with its enhanced log analytics capabilities and streamlined approach, delivers several key innovations:

  • Davis® AI Integration: The powerful Dynatrace AI engine, Davis AI, provides instant explanations of log content, making complex analytics tasks more accessible to teams across the organization. Users can use natural language to create queries, build dashboards, and generate reports.
  • Natural Language Interface: A streamlined interface eliminates the need for specialized query languages, democratizing log analytics across teams through intuitive search and filtering capabilities. This empowers more users to access and analyze log data without extensive training.
  • OpenPipeline Technology: Enables teams to automatically enrich ingested logs with crucial IT context, such as Kubernetes environment details, to drive faster data understanding and more effective analysis. Logs are easily transformed into metrics or business events, streamlining integration with dashboards and analytics tools for real-time insights. Teams can pre-process common technologies, making it easier to search and filter information quickly, providing faster answers to critical business needs.
  • New Simplified Pricing Model: A new queries-included pricing structure helps organizations better predict annual costs and quickly scale their log management initiatives, particularly for high-query use cases. This eliminates the need to manually monitor query usage for cost control.

“I am passionate about the value that correlated data insights provides and I am excited to build innovative solutions that empower our customers to drive better business outcomes,” said Mala Pillutla, Vice President, Log Management at Dynatrace. “Organizations today face the challenge of managing a multitude of monitoring tools, resulting in fragmented and often conflicting insights across their critical infrastructure and applications. By providing integrated log management with in-context analytics, we enable our customers to transform data into actionable insights that help build resilience and reliability of their most critical digital assets.” 

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

Image
Cloudbrink's Personal SASE services provide last-mile acceleration and reduction in latency

In MEAN TIME TO INSIGHT Episode 13, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses hybrid multi-cloud networking strategy ... 

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In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

In the early days of the cloud revolution, business leaders perceived cloud services as a means of sidelining IT organizations. IT was too slow, too expensive, or incapable of supporting new technologies. With a team of developers, line of business managers could deploy new applications and services in the cloud. IT has been fighting to retake control ever since. Today, IT is back in the driver's seat, according to new research by Enterprise Management Associates (EMA) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

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