Arize AX AI Acquisition & Integration Roadmap for Dynatrace Managed Environments — What to Expect?

Aboud1 — Mon, 17 Aug 2026 13:17:21 GMT

Hi Community,

With the exciting news regarding the acquisition of Arize AI, many enterprise teams running Dynatrace Managed are eager to understand how this integration will fit into our private infrastructure and AI observability strategy.

Since our environment operates strictly under Managed deployments with strict data privacy and isolation requirements, I wanted to open a discussion and ask the Dynatrace product management and community experts about the following:

On-Premises / Managed Support: Will Arize AX capabilities be offered as a fully on-premises deployment within Dynatrace Managed clusters, or will it follow a hybrid/SaaS architecture?
Data Routing & Security: Can the AI tracing data (prompts, responses, embeddings) be ingested strictly via internal ActiveGates/proxies to ensure data never leaves the private perimeter?
Integration with OneAgent & Davis AI: How will OTel AI traces correlate with our existing infrastructure traces, service flows, and Davis AI root-cause analysis?
Roadmap & Early Access: What is the general timeline for Managed customers, and will there be an Early Access Program (EAP) / preview available for teams looking to test LLM/Agent observability?

Would love to hear thoughts, insights, or how other Managed users are planning their AI observability architectures 😁

Thanks,

Aboud

topic Arize AX AI Acquisition & Integration Roadmap for Dynatrace Managed Environments — What to Expect? in AI

Arize AX AI Acquisition & Integration Roadmap for Dynatrace Managed Environments — What to Expect?