Dynatrace Introduces New AI-powered Log Analytics Capabilities
Dynatrace (NYSE: DT) has unveiled new AI-powered log analytics capabilities to address challenges with legacy log management solutions. The enhanced platform features Davis® AI integration for instant log content explanations, a natural language interface for simplified queries, and OpenPipeline Technology for automatic log enrichment with IT context.
The company introduced a new queries-included pricing model to help organizations better predict costs and scale log management initiatives. Over 1,000 customers currently use Dynatrace Logs solutions, with more than 50% of new customers onboarded in the past year already utilizing logs.
The solution aims to streamline operational efficiency by integrating log management with existing monitoring tools, helping organizations overcome challenges like delayed incident resolution, increased costs, and security vulnerabilities in hybrid and multicloud environments.
Dynatrace (NYSE: DT) ha presentato nuove capacità di analisi dei log potenziate dall'IA per affrontare le sfide legate alle soluzioni di gestione dei log legacy. La piattaforma migliorata include l'integrazione di Davis® AI per spiegazioni immediate del contenuto dei log, un'interfaccia in linguaggio naturale per query semplificate e la Tecnologia OpenPipeline per l'arricchimento automatico dei log con il contesto IT.
L'azienda ha introdotto un nuovo modello di pricing che include le query per aiutare le organizzazioni a prevedere meglio i costi e scalare le iniziative di gestione dei log. Oltre 1.000 clienti utilizzano attualmente le soluzioni Dynatrace Logs, con più del 50% dei nuovi clienti acquisiti nell'ultimo anno già in grado di utilizzare i log.
La soluzione mira a semplificare l'efficienza operativa integrando la gestione dei log con gli strumenti di monitoraggio esistenti, aiutando le organizzazioni a superare sfide come la risoluzione ritardata degli incidenti, l'aumento dei costi e le vulnerabilità di sicurezza negli ambienti ibridi e multicloud.
Dynatrace (NYSE: DT) ha presentado nuevas capacidades de análisis de registros impulsadas por IA para abordar los desafíos de las soluciones de gestión de registros heredadas. La plataforma mejorada cuenta con la integración de Davis® AI para explicaciones instantáneas del contenido de los registros, una interfaz de lenguaje natural para consultas simplificadas y Tecnología OpenPipeline para el enriquecimiento automático de registros con contexto IT.
La empresa introdujo un nuevo modelo de precios que incluye consultas para ayudar a las organizaciones a predecir mejor los costos y escalar iniciativas de gestión de registros. Más de 1,000 clientes utilizan actualmente las soluciones Dynatrace Logs, con más del 50% de los nuevos clientes incorporados en el último año ya utilizando registros.
La solución tiene como objetivo optimizar la eficiencia operativa integrando la gestión de registros con las herramientas de monitoreo existentes, ayudando a las organizaciones a superar desafíos como la resolución tardía de incidentes, el aumento de costos y las vulnerabilidades de seguridad en entornos híbridos y multicloud.
다이나트레이스 (NYSE: DT)는 기존 로그 관리 솔루션의 문제를 해결하기 위해 AI 기반 로그 분석 기능을 새롭게 선보였습니다. 향상된 플랫폼은 로그 내용에 대한 즉각적인 설명을 제공하는 Davis® AI 통합, 간소화된 쿼리를 위한 자연어 인터페이스, IT 컨텍스트로 로그를 자동으로 풍부하게 하는 OpenPipeline 기술을 특징으로 합니다.
회사는 조직이 비용을 더 잘 예측하고 로그 관리 이니셔티브를 확장할 수 있도록 쿼리가 포함된 새로운 가격 모델을 도입했습니다. 현재 1,000명 이상의 고객이 다이나트레이스 로그 솔루션을 사용하고 있으며, 지난 1년 동안 온보딩된 신규 고객의 50% 이상이 이미 로그를 활용하고 있습니다.
이 솔루션은 기존 모니터링 도구와 로그 관리를 통합하여 운영 효율성을 간소화하고, 조직이 지연된 사건 해결, 증가된 비용, 하이브리드 및 멀티클라우드 환경에서의 보안 취약점과 같은 문제를 극복하도록 돕는 것을 목표로 하고 있습니다.
Dynatrace (NYSE: DT) a dévoilé de nouvelles capacités d'analyse des journaux alimentées par l'IA pour répondre aux défis des solutions de gestion des journaux héritées. La plateforme améliorée dispose d'une intégration de Davis® AI pour des explications instantanées du contenu des journaux, d'une interface en langage naturel pour des requêtes simplifiées et de la technologie OpenPipeline pour un enrichissement automatique des journaux avec le contexte IT.
L'entreprise a introduit un nouveau modèle de tarification incluant des requêtes pour aider les organisations à mieux prévoir les coûts et à faire évoluer leurs initiatives de gestion des journaux. Plus de 1 000 clients utilisent actuellement les solutions Dynatrace Logs, avec plus de 50 % des nouveaux clients intégrés au cours de l'année écoulée utilisant déjà des journaux.
La solution vise à rationaliser l'efficacité opérationnelle en intégrant la gestion des journaux avec les outils de surveillance existants, aidant ainsi les organisations à surmonter des défis tels que la résolution tardive des incidents, l'augmentation des coûts et les vulnérabilités de sécurité dans des environnements hybrides et multicloud.
Dynatrace (NYSE: DT) hat neue KI-gestützte Log-Analysefunktionen vorgestellt, um Herausforderungen mit veralteten Log-Management-Lösungen zu bewältigen. Die verbesserte Plattform bietet eine Davis® KI-Integration für sofortige Erklärungen des Log-Inhalts, eine natürliche Sprachschnittstelle für vereinfachte Abfragen und die OpenPipeline-Technologie zur automatischen Anreicherung von Logs mit IT-Kontext.
Das Unternehmen hat ein neues Preismodell mit Abfragen eingeführt, um Organisationen zu helfen, Kosten besser vorherzusagen und Log-Management-Initiativen zu skalieren. Derzeit nutzen über 1.000 Kunden die Dynatrace Logs-Lösungen, wobei mehr als 50 % der im letzten Jahr gewonnenen Neukunden bereits Logs verwenden.
Die Lösung zielt darauf ab, die betriebliche Effizienz zu steigern, indem die Log-Verwaltung mit bestehenden Überwachungstools integriert wird, und hilft Organisationen, Herausforderungen wie verzögerte Vorfalllösungen, steigende Kosten und Sicherheitsanfälligkeiten in hybriden und Multi-Cloud-Umgebungen zu überwinden.
- Over 1,000 existing customers using Dynatrace Logs solutions
- 50%+ adoption rate among new customers in the past year
- New pricing model improves cost predictability
- AI-powered automation reduces need for specialized training
- None.
Insights
Dynatrace's new AI-powered log analytics capabilities represent a strategic product enhancement that addresses a critical gap in its observability platform while creating new revenue opportunities. By integrating log analytics directly into its core platform, Dynatrace is executing on the industry-wide consolidation trend where enterprises are reducing their vendor footprint in favor of comprehensive platforms.
The queries-included pricing model is particularly significant as it removes a major friction point in log analytics adoption. Traditional per-query pricing models often lead to unpredictable costs and usage constraints. This shift could accelerate customer adoption while improving Dynatrace's competitive position against Datadog, Splunk, and New Relic in high-volume log analytics use cases.
The market validation data is compelling - with over 50% of new customers already adopting log analytics and 1,000+ existing customers using the solution. This suggests strong product-market fit and potential for expanded platform adoption across Dynatrace's 3,000+ enterprise customer base. Each customer that adopts additional platform capabilities typically increases their annual contract value substantially.
The Davis AI integration aligns with the broader industry shift toward AI-powered IT operations, potentially reducing the technical expertise required for log analysis and expanding the user base within customer organizations. The natural language interface could democratize access to log insights beyond specialized DevOps teams to business stakeholders, creating additional stickiness.
For investors, this enhancement strengthens Dynatrace's competitive moat in enterprise observability while creating opportunities for increased wallet share and improved retention rates in its core enterprise customer base.
Dynatrace's enhanced log analytics represents a technical inflection point in observability architecture by deeply integrating AI-powered log analysis with metrics and traces. Unlike competitors who often treat logs as a separate data silo with its own query language, Dynatrace's approach eliminates the traditional boundaries between telemetry types.
The Davis AI integration for logs goes beyond basic keyword search found in most solutions by providing contextual understanding of log content. This is technically significant because it addresses the fundamental challenge of log analysis: extracting meaning from unstructured data without requiring specialized expertise in query languages like Lucene or LogQL that competitors rely on.
Architecturally, the OpenPipeline technology represents a more flexible approach than standard log ingestion. By pre-processing and enriching logs with environmental context before analysis, Dynatrace reduces the computational overhead typically associated with log queries in high-volume environments. This approach also enables more efficient storage by transforming relevant log data into metrics, addressing the cost challenges of long-term log retention.
From an implementation perspective, the natural language interface significantly reduces the technical barrier to entry compared to competitors' solutions that require specialized query language expertise. This could expand log analytics adoption beyond DevOps specialists to SREs, security teams, and even business analysts.
The technical architecture aligns with the industry's shift toward OpenTelemetry standards while adding proprietary enrichment capabilities. This hybrid approach balances open standards compatibility with differentiated functionality, particularly in Kubernetes environments where context-enriched logs provide substantially more troubleshooting value than raw container logs.
For enterprises managing complex hybrid and multicloud environments, these capabilities address the critical technical challenge of correlating issues across disparate infrastructure without requiring multiple specialized tools.
Empowers global enterprise customers to advance their hybrid and multicloud operations at speed and scale
Legacy solutions often operate independently from existing monitoring tools, perpetuating operational inefficiencies that lead to delayed incident resolution, increased costs, and security vulnerabilities. Dynatrace, with its enhanced log analytics capabilities and streamlined approach, delivers several key innovations to address these challenges:
- 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.
Demand among enterprise customers to integrate log analytics into their existing observability strategies is higher than ever. Well over 1,000 customers use Dynatrace Logs solutions today, and over 50 percent of new customers onboarded this past year are already consuming logs.
According to a recent Gartner® report1, monitoring and analysis is crucial for understanding modern IT systems. Traditional manual methods are inefficient for today’s complex environments. A streamlined approach, for example using a telemetry pipeline, can simplify data extraction, processing and analysis, providing valuable insights for effective decision making while simultaneously managing costs.
Customer Value in Log Analytics
“Dynatrace’s continuous evolution and innovation have allowed us to improve the way we analyze our data,” said Diego Enciso, Observability Specialist at NEQUI. “Its log analytics solution not only optimizes error detection but also helps us prevent fraud and gain valuable insights for strategic decision-making. With this capability, we have strengthened the security and efficiency of our operations.”
The Dynatrace Vision
“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."
Additional Resources
- For more information about Dynatrace log management and analytics capabilities, please visit the Dynatrace website.
- To learn more about how customers are using Dynatrace Log Analytics to drive business value, check out this infographic.
About Dynatrace
Dynatrace is advancing observability for today’s digital businesses, helping to transform the complexity of modern digital ecosystems into powerful business assets. By leveraging AI-powered insights, Dynatrace enables organizations to analyze, automate, and innovate faster to drive their business forward. Learn more at www.dynatrace.com.
Curious to see how you can simplify your cloud and maximize the impact of your digital teams? Let us show you. Sign up for a 15-day Dynatrace trial.
To learn more about how Dynatrace can help your business, visit www.dynatrace.com, visit our blog and follow us on LinkedIn and X @dynatrace.
Cautionary Language Concerning Forward-Looking Statements
This press release includes certain “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995, including statements regarding Dynatrace’s capabilities and the expected benefits to organizations from using Dynatrace and AI. These forward-looking statements include all statements that are not historical facts and statements identified by words such as “will,” “expects,” “anticipates,” “intends,” “plans,” “believes,” “seeks,” “estimates,” and words of similar meaning. These forward-looking statements reflect our current views about our plans, intentions, expectations, strategies, and prospects, which are based on the information currently available to us and on assumptions we have made. Although we believe that our plans, intentions, expectations, strategies, and prospects as reflected in or suggested by those forward-looking statements are reasonable, we can give no assurance that the plans, intentions, expectations, or strategies will be attained or achieved. Actual results may differ materially from those described in the forward-looking statements and will be affected by a variety of risks and factors that are beyond our control, including the risks set forth under the caption “Risk Factors” in our Annual Report on Form 10-K, subsequent Quarterly Reports on Form 10-Q, and our other SEC filings. We assume no obligation to update any forward-looking statements contained in this document as a result of new information, future events, or otherwise.
1 Gartner, Innovation Insight: Log Monitoring and Analysis Solutions, Pankaj Prasad, Gregg Siegfried, Andre Bridges, 16 December 2024
GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the
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Investor Contact:
Noelle Faris
VP, Investor Relations
Noelle.Faris@dynatrace.com
Media Relations:
Dynatrace PR Team
pr-team@dynatrace.com
Source: Dynatrace
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