Dynatrace’s Multi-Cloud Push: Unifying AWS, Azure and GCP in AI-Driven Operations

Dynatrace's Perform 2026 announcements expand integrations with AWS, Azure and GCP, delivering unified multi-cloud observability, automated risk prevention and remediation via Grail and Dynatrace Intelligence. AWS is GA; others in preview.
Dynatrace’s Multi-Cloud Push: Unifying AWS, Azure and GCP in AI-Driven Operations
Written by Elizabeth Morrison

At its flagship Perform conference in Las Vegas, Dynatrace unveiled expanded cloud-native integrations across Amazon Web Services, Microsoft Azure and Google Cloud Platform, aiming to deliver unified visibility into multi-cloud environments amid surging AI workloads. The enhancements, announced on January 28, 2026, enable platform teams to manage performance, resilience and costs from a single pane, powered by the company’s Grail data lakehouse, Smartscape real-time dependency graph and Dynatrace Intelligence.

These integrations provide comprehensive telemetry and metadata for deeper insights into cloud services, automated health indicators, warning signals and customizable alerts to flag risks early—particularly for workloads on Azure Kubernetes Service and Azure AI Foundry. Built-in automation handles remediation, slashing manual intervention, while continuous resource assessment drives optimization. AWS support is now generally available, with Azure and GCP features in preview, as detailed in the official Business Wire press release.

“As organizations continue to expand their cloud environments, the day-to-day reality of keeping applications reliable has become far more complex,” said Jay Snyder, Senior Vice President of Partners and Alliances at Dynatrace. “Teams are expected to deliver great performance, control costs, and maintain resilience across multiple cloud platforms at the same time.”

Turning Complexity into Strategic Edge

The timing aligns with enterprises grappling with multi-cloud sprawl, where 89% now operate across at least two providers, per industry reports. Dynatrace’s move strengthens its Cloud Operations suite, transforming observability data into actionable automation. For instance, the platform ingests expanded signals from AWS services like EC2 and Lambda, Azure’s AI tools and GCP’s Vertex AI equivalents, mapping dependencies in real time via Smartscape.

Joint sessions at Perform highlighted practical applications, including “Autonomous Issue Resolution with AWS DevOps Agent and Dynatrace,” demonstrating end-to-end event management. OneStream’s case study showcased cloud-native observability across Azure, Kubernetes and SaaS, accelerating issue resolution and boosting customer experiences.

“Dynatrace and AWS have worked together for years to help customers run critical workloads with confidence,” said Chris Grusz, Managing Director of Technology Partnerships at AWS. “These expanded integrations help our joint customers operate more efficiently and confidently at scale.”

Real-World Wins and Analyst Backing

Customer Alexandre Demailly, Head of Cloud Architecture Squad at SBS Software, praised the updates: “With Dynatrace, we have complete visibility into our cloud environments, moving us closer to achieving fully autonomous operations. This allows us to innovate more with less.” Such testimonials underscore the shift toward agentic AI, where Dynatrace Intelligence orchestrates deterministic and generative models for proactive fixes.

Analysts echoed the value. “Dynatrace’s expanded cloud-native integrations provide unified observability across the three major cloud platforms, enabling IT teams to manage performance, cost, and reliability from a single pane of glass,” said Steve McDowell, Chief Analyst and Founder of NAND Research, via StockTitan. This positions Dynatrace ahead in a market projected to exceed $20 billion by 2028 for observability tools.

Building on prior wins—like AWS EMEA Technology Partner of the Year in 2024 and recent Bedrock AgentCore integration—these expansions deepen ecosystem ties. Azure preview support targets SRE Agents for self-healing, while GCP previews align with Gemini advancements, as covered in earlier Techzine reporting.

Technical Backbone and Path Forward

At the core, Grail unifies petabyte-scale data for causal AI analysis, avoiding silos common in legacy tools. Smartscape auto-discovers topologies, revealing hidden dependencies that plague 70% of outages. Dynatrace Intelligence layers agentic workflows, integrating with ServiceNow, GitHub and Red Hat for bidirectional actions.

Perform 2026, held January 26-29 at The Venetian, featured CEO Rick McConnell and CTO Bernd Greifeneder in keynotes on autonomous operations, per the conference site. AWS platinum sponsorship and sessions signal deepening alliances, with X posts from attendees like Steven Dickens noting AI as a core differentiator.

For industry insiders, this isn’t mere connectivity—it’s a bet on full-stack automation reducing MTTR by up to 90% in benchmarks. As multi-cloud adoption surges, Dynatrace’s play could capture share from point solutions, fortifying its NYSE: DT position amid AI fervor.

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