Dynatrace Powers the Future of Agentic AI: Revolutionizing Observability for Autonomous Operations
In today’s fast-evolving digital landscape, enterprises are increasingly investing in artificial intelligence (AI) to enhance productivity and drive innovation. However, despite these advancements, developers still spend up to 80% of their time managing, securing, debugging, and optimizing digital systems in production. To address this challenge, Dynatrace (NYSE: DT), a leader in AI-powered observability, has unveiled groundbreaking agentic AI capabilities that redefine how businesses manage digital transformation. By predicting and preventing disruptions, protecting systems and data, and optimizing operations autonomously, Dynatrace is ushering in a new era of productivity, agility, and efficiency.
This generational shift in enterprise software development is powered by Dynatrace’s next-generation platform, which leverages agentic AI to transition organizations from manual oversight to autonomous, AI-driven workflows. This transformation not only streamlines operations but also fosters innovation, enabling businesses to focus on strategic goals rather than mundane operational tasks.
A Vision for the Future of Enterprise Technology
“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 of 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.”
At the heart of Dynatrace’s platform lies a purpose-built foundation for agentic AI, seamlessly integrating observability, security, and business data into a single, cohesive framework. This innovative architecture enables intelligent decision-making and autonomous action, empowering enterprises to move beyond human oversight and embrace self-operating systems. Together, these components form the knowledge, reasoning, planning, and actioning framework of agentic AI, delivering precision, trustworthiness, and adaptability at scale.
Key Innovations Driving Agentic AI
Grail: The Data Lakehouse Powering Real-Time Insights
Grail, Dynatrace’s indexless, schema-free data lakehouse, is designed to handle the complexity and scale of modern agentic AI systems. Its hot/hot architecture ensures real-time access to petabytes of data in context, eliminating inefficiencies like re-indexing and rehydration. This capability is critical for addressing the immense volume and velocity of data generated by today’s digital ecosystems, enabling faster and more accurate insights.
Smartscape: Mapping Complex Digital Ecosystems
Smartscape, Dynatrace’s dynamic topology discovery engine, maps causal dependencies across complex digital ecosystems. By providing a real-time, comprehensive view of interconnected systems, Smartscape enhances the platform’s ability to deliver precise insights and automation. This feature fuels Dynatrace’s AI with fact-based reasoning, ensuring decisions are grounded in accurate and actionable data.
Davis AI: Trustworthy Intelligence Through Advanced Techniques
Davis AI, Dynatrace’s proprietary AI engine, combines causal, predictive, and generative AI techniques to analyze unified data and deliver trustworthy insights. Davis minimizes hallucinations, maximizes precision, and adheres to responsible AI practices and compliance requirements. This ensures that the platform not only provides reliable answers but also plans actions intelligently, enabling businesses to make informed decisions with confidence.
AutomationEngine: Executing Autonomous Actions
AutomationEngine is the execution layer of Dynatrace’s agentic AI framework. It performs autonomous tasks and integrates seamlessly with first-party and third-party AI agents, driving differentiated efficiency and adaptability. Designed with safety and privacy in mind, AutomationEngine ensures controlled agentic AI actions, empowering organizations to operate securely and efficiently.
Transforming Businesses Through Autonomous Operations
These innovations equip developers, business leaders, and organizations with the tools they need to tackle digital complexity and achieve extraordinary outcomes. By automating routine tasks and enabling proactive issue resolution, Dynatrace’s platform allows teams to focus on high-value activities that drive growth and innovation.
“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.”
Empowering Organizations Through Trustworthy Automation
Dynatrace’s agentic AI platform doesn’t just deliver insights—it actively empowers businesses to anticipate challenges, adapt to changing conditions, and achieve their boldest ambitions. By combining observability, security, and business data into a unified framework, Dynatrace is enabling organizations to unlock the full potential of AI. This evolution embodies the company’s long-standing vision of empowering businesses through trustworthy automation and actionable intelligence.
As digital transformation accelerates, enterprises must embrace solutions that can keep pace with increasing complexity while delivering tangible value. Dynatrace’s agentic AI capabilities represent a paradigm shift, equipping businesses with the tools they need to thrive in an unpredictable and ever-changing environment. With its cutting-edge platform, Dynatrace is not just powering the future of agentic AI—it’s shaping the future of enterprise technology itself.
By enabling autonomous operations, optimizing resources, and preventing disruptions before they occur, Dynatrace is helping organizations achieve unprecedented levels of efficiency, resilience, and innovation. In doing so, it is setting a new standard for what’s possible in the age of AI-driven digital transformation.
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.
