Dynatrace Davis AI

Activities: Y/H	Diagnostics: Y/H	Provisioning: N/L
Event ontology: Y/H	Observability: Y/H	Confidence: High

Build style / interface — Low-code workflows and Davis apps.
What it actually does — Automatic anomaly detection and causal root cause analysis; correlates into “Davis problems” with evidence.
Data / telemetry — Full-stack APM/Infrastructure/Logs/RUM in Grail; uses DQL.
Interoperability — Integrations and workflows.
Deployment model — Dynatrace SaaS.
Notes — Remediation guided or via workflows; direct infra apply is limited.

UKM Snapshots: ingest Y/H, index Y/H, retrieval Y/H, governance Y/M, overall high
Note: Coverage — Ingest Y/H; Index Y/H; Retrieval Y/H; Governance Y/M; Overall high

UAM Snapshots:
ingest Y/H, index Y/H, retrieval Y/H, governance Y/H, overall high
Note: Coverage — Ingest Y/H; Index Y/H; Retrieval Y/H; Governance Y/H; Overall high

UDM Snapshots:
ingest Y/H, index Y/H, retrieval Y/H, governance Y/H, overall high
Note: Continuous Detection & Smart Alerting: Y/H; Automatic Root Cause Analysis: Y/H; This is where Davis truly shines

UOM Snapshots:
ingest Y/H, index Y/H, retrieval Y/H, governance Y/H, overall high
Note: Instrumentation & Ingest: Y/H; Dynatrace’s OneAgent automatically instruments hosts, processes, containers, and applications; Normalization & Enrichment: Y/H; All telemetry is fed into Dynatrace’s unified Smartscape mode

UEOM Snapshots:
ingest Y/H, index Y/H, retrieval Y/H, governance Y/H, overall high
Note: Coverage — Ingest Y/H; Index Y/H; Retrieval Y/H; Governance Y/H; Overall high

UPM Snapshots:
ingest N/L, index N/L, retrieval N/L, governance N/L, overall low
Note: Coverage — Ingest N/L; Index N/L; Retrieval N/L; Governance N/L; Overall low

Latest updates — “State of Observability 2025” report and Davis docs updated (Oct 7, 2025). Links — Official Site, Docs, Blog