Product / UX / Telemetry & observability

Dynatrace AI Observability

Enterprise AI observability integrated into the Dynatrace platform. Monitors LLM-powered applications with automatic distributed tracing, token tracking, cost analysis, and anomaly detection. Leverages Dynatrace's Davis AI engine for automated root cause analysis of LLM application issues. Targets large enterprises with existing Dynatrace deployments.

Dynatrace AI Observability, the GenAI/LLM/agentic observability capability of the proprietary Dynatrace platform; docs updated Jan 28, 2026 ('Latest Dynatrace') confirm it live. Module of a general full-stack APM suite.

Openness

1 high confidence

1.0

platform: proprietary-SaaS(Grail-powered, Davis AI)
license: commercial
ingestion: OpenTelemetry+OpenLLMetry(via Traceloop)+GenAI-semconv(open standards, not open product)
source: closed

Fully proprietary Dynatrace platform; AI Observability is a commercial app/module. OTel + OpenLLMetry ingestion are open standards consumed by a closed product. Scored closed (1).

https://docs.dynatrace.com/docs/observe/dynatrace-for-ai-observability recorded 2026-06-04
proprietary Dynatrace platform AI Observability; Grail/Davis AI; OTel + OpenLLMetry ingestion

Adoption

not assessed

Dynatrace is a large public observability vendor, but I found no primary, AI-Observability-specific usage figure this run (vendor docs confirm the product exists but disclose no module adoption count). Declining to assign a level rather than attribute platform-wide numbers I could not source primarily.

https://docs.dynatrace.com/docs/observe/dynatrace-for-ai-observability recorded 2026-06-04
product exists and is part of the Dynatrace platform; no module usage count disclosed

Capability

4 medium confidence

4.0

Strong full-stack AI observability (no-sampling capture, predictive cost, agentic tracing) at the anchor C4 tier; not an eval/prompt-mgmt frontier-definer, so 4.

https://docs.dynatrace.com/docs/observe/dynatrace-for-ai-observability recorded 2026-06-04
end-to-end tracing, token/cost metrics, predictive cost (Davis AI), OTel/OpenLLMetry, multi-provider + agentic framework support

Unchanged since 2026-06-09 (last edited, not re-checked)