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Dynatrace (NYSE: DT) has announced significant enhancements to its AI-powered observability platform with new agentic AI capabilities. The platform now features autonomous capabilities designed to predict and prevent disruptions, protect systems, and optimize operations automatically.
The upgraded platform includes key components: Grail (an indexless data lakehouse), Smartscape (real-time topology discovery), Davis AI (combining causal, predictive, and generative AI), and AutomationEngine (for autonomous task execution). These innovations aim to address the challenge where developers typically spend up to 80% of their time on securing, debugging, and optimizing digital systems in production.
Dynatrace (NYSE: DT) ha annunciato importanti miglioramenti alla sua piattaforma di osservabilità potenziata dall'intelligenza artificiale, introducendo nuove funzionalità agentiche di IA. La piattaforma ora offre capacità autonome progettate per prevedere e prevenire interruzioni, proteggere i sistemi e ottimizzare automaticamente le operazioni.
La piattaforma aggiornata include componenti chiave: Grail (un data lakehouse senza indice), Smartscape (scoperta della topologia in tempo reale), Davis AI (che combina IA causale, predittiva e generativa) e AutomationEngine (per l'esecuzione autonoma dei compiti). Queste innovazioni mirano a risolvere il problema per cui gli sviluppatori dedicano tipicamente fino al 80% del loro tempo a garantire la sicurezza, il debug e l'ottimizzazione dei sistemi digitali in produzione.
Dynatrace (NYSE: DT) ha anunciado mejoras significativas en su plataforma de observabilidad impulsada por IA con nuevas capacidades agenticas de IA. La plataforma ahora cuenta con capacidades autónomas diseñadas para predecir y prevenir interrupciones, proteger sistemas y optimizar operaciones automáticamente.
La plataforma mejorada incluye componentes clave: Grail (un data lakehouse sin índices), Smartscape (descubrimiento de topología en tiempo real), Davis AI (que combina IA causal, predictiva y generativa) y AutomationEngine (para la ejecución autónoma de tareas). Estas innovaciones buscan abordar el desafío donde los desarrolladores suelen dedicar hasta un 80% de su tiempo a asegurar, depurar y optimizar sistemas digitales en producción.
Dynatrace (NYSE: DT)가 AI 기반 관� 플랫폼에 새로� 에이전틱 AI 기능� 추가하여 대대적인 업그레이드를 발표했습니다. � 플랫폼은 이제 장애� 예측 � 방지하고, 시스템을 보호하며, 운영� 자동으로 최적화하� 자율 기능� 갖추� 있습니다.
업그레이드된 플랫폼은 주요 구성 요소� Grail (인덱� 없는 데이� 레이크하우스), Smartscape (실시� 토폴로지 탐색), Davis AI (인과, 예측, 생성 AI 결합), 그리� AutomationEngine (자율 작업 실행)� 포함합니�. 이러� 혁신은 개발자들� 일반적으� 디지� 시스템의 보안, 디버�, 최적화에 80%까지 시간� 할애하는 문제� 해결하는 � 목적� 있습니다.
Dynatrace (NYSE : DT) a annoncé des améliorations majeures de sa plateforme d'observabilité propulsée par l'IA, avec de nouvelles capacités d'IA agentique. La plateforme intègre désormais des fonctionnalités autonomes conçues pour prédire et prévenir les interruptions, protéger les systèmes et optimiser automatiquement les opérations.
La plateforme améliorée comprend des composants clés : Grail (un data lakehouse sans index), Smartscape (découverte de la topologie en temps réel), Davis AI (alliant IA causale, prédictive et générative) et AutomationEngine (pour l'exécution autonome des tâches). Ces innovations visent à répondre au défi où les développeurs consacrent généralement jusqu'à 80 % de leur temps à sécuriser, déboguer et optimiser les systèmes numériques en production.
Dynatrace (NYSE: DT) hat bedeutende Verbesserungen seiner KI-gestützten Observability-Plattform mit neuen agentischen KI-Fähigkeiten angekündigt. Die Plattform verfügt nun über autonome Funktionen, die darauf ausgelegt sind, Störungen vorherzusagen und zu verhindern, Systeme zu schützen und Abläufe automatisch zu optimieren.
Die aktualisierte Plattform umfasst wichtige Komponenten: Grail (ein indexloses Data Lakehouse), Smartscape (Echtzeit-Topologieerkennung), Davis AI (eine Kombination aus kausaler, prädiktiver und generativer KI) und AutomationEngine (für autonome Aufgabenausführung). Diese Innovationen zielen darauf ab, das Problem zu lösen, dass Entwickler typischerweise bis zu 80 % ihrer Zeit mit der Sicherung, Fehlerbehebung und Optimierung digitaler Systeme in der Produktion verbringen.
- Introduction of advanced agentic AI capabilities for autonomous system management
- Platform unifies observability, security, and business data in a schema-free data lakehouse
- AG˹ٷ-time access to petabytes of data without re-indexing inefficiencies
- Integration of causal, predictive, and generative AI techniques for enhanced precision
- Significant complexity in implementation and adoption of new AI systems
- Potential challenges in ensuring AI compliance and responsible practices
Insights
Dynatrace advances its platform with agentic AI capabilities that could transform enterprise software operations and potentially strengthen its market position.
Dynatrace is making a significant technological leap by introducing agentic AI capabilities to its observability platform. This advancement addresses a critical industry challenge: despite increased AI investments, developers still spend up to
The platform's architecture represents a substantial technical achievement, built on four interconnected components:
- A unified data lakehouse that eliminates traditional indexing constraints
- Smartscape topology mapping for real-time dependency tracking
- Davis AI combining multiple AI approaches for more reliable insights
- AutomationEngine for executing autonomous actions
What makes this particularly valuable is the potential to fundamentally shift how enterprises manage digital infrastructure—moving from reactive human monitoring to preventative, autonomous systems. This addresses the increasing complexity gap where digital environments have outpaced human capacity to manage them effectively.
For enterprise customers struggling with digital transformation initiatives, this technology could significantly reduce operational overhead while improving system reliability. The platform's ability to autonomously predict and prevent disruptions rather than merely detect them represents a meaningful evolution in observability solutions.
This advancement positions Dynatrace at the forefront of the observability market's shift toward autonomous operations, potentially creating competitive differentiation in a space where innovation typically centers around data collection rather than autonomous action.
Building an Observability Platform to Prevent Issues, Optimize Resources, and Adapt Autonomously
Enterprise organizations are significantly increasing investment in AI to enhance productivity, particularly in software development. Despite these efforts, developers still spend up to
“We anticipated the growing complexity of digital systems outpacing the capabilities of traditional observability solutions reliant on human intervention,� said Bernd Greifeneder, Founder and CTO, Dynatrace. “This is why we built the next generation of our platform to help customers leverage advanced AI to offload work and unlock entirely new possibilities. By unifying observability, security, and business data in a revolutionary data lakehouse architecture, we've created the foundation for AI to deliver real-time insights and act autonomously in ways that were unimaginable a few years ago.�
The core of Dynatrace is a purpose-built foundation for agentic AI, seamlessly unifying observability, security, and business data in a schema-free, indexless data lakehouse. This foundation empowers intelligent decision-making and autonomous action, enabling enterprises to transition from human oversite to intelligent, self-operating systems. Together, the platform serves as the knowledge, reasoning, planning, and actioning framework of agentic AI, delivering trustworthy precision and adaptability.
- Grail, an indexless, schema-free data lakehouse, hot/hot by design, provides real-time access to petabytes of data in context, eliminating the inefficiencies of re-indexing and rehydration, to address the complexity and scale of agentic AI systems.
- Smartscape, a dynamic, real-time topology discovery, maps causal dependencies across complex digital ecosystems, enhancing the platform’s ability to deliver precise insights and automation, fueling Dynatrace AI for fact-based reasoning.
- Davis AI combines causal, predictive, and generative AI techniques to analyze unified data, deliver trustworthy insights, and intelligently plan actions to minimize hallucinations, maximize precision in insights and answers, and adhere to responsible AI practices and compliance requirements.
- AutomationEngine executes autonomous tasks and integrates seamlessly with first-party and third-party AI agents, driving differentiated efficiency and adaptability, all in a safe and privacy-protected manner for controlled agentic AI actions.
Through sustained innovation, Dynatrace provides the intelligence and autonomy developers, business leaders, and organizations need to tackle digital complexity and achieve extraordinary outcomes.
“These innovations provide the transparency, automation, and agility enterprises need to stay ahead in a rapidly evolving technology landscape,� Greifeneder added. “The result is a platform capable of autonomously preventing potential issues, optimizing resource use, and adapting to unforeseen challenges. Agentic AI represents a fundamental transformation in enterprise technology. Our platform not only delivers insights but actively enables businesses to anticipate challenges, adapt to changing conditions, and achieve their boldest ambitions. This evolution embodies our long-standing vision to empower organizations through trustworthy automation and actionable intelligence.�
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. To learn more about how Dynatrace can help your business, visit , visit our and follow us on and X .
Dynatrace, Davis, Grail, and Smartscape are trademarks of the Dynatrace, Inc. group of companies.
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, the company’s future plans and vision related to AI (notably, agentic AI), and the expected current and future benefits to organizations from using the Dynatrace platform. 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.
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Investor Contact:
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Source: Dynatrace