Datadog Bits AI & AI Agents

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

Build style / interface — Integrated into Datadog SaaS platform (no‑code UX in dashboards/incident console).
What it actually does — Generative AIOps assistant + role‑specific agents (SRE/Dev/Sec). Investigates alerts/incidents with parallel, hypothesis‑driven RCA; groups related alerts; produces real‑time incident summaries & suggested next steps; drafts post‑mortems; Dev agent can open PRs.
Data / telemetry — Datadog’s unified telemetry (metrics, logs, traces, events) + service topology & runbooks.
Interoperability — Slack/Teams, PagerDuty/On‑Call, Jira/ServiceNow; GitHub for PR‑based fixes.
Deployment model — Datadog SaaS (some agents LA/preview in 2025).
Notes — Human‑in‑the‑loop with optional auto‑run of safe remediations; approvals for complex actions.

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

UAM Snapshots:
ingest Y/H, index Y/H, retrieval Y/H, governance Y/H, overall high
Note: Capture & Sessionization: Y/H; Evidence Policy & Verification: P/M

UDM Snapshots:
ingest Y/H, index Y/H, retrieval Y/H, governance Y/H, overall high
Note: Proactive Detection & Noise Reduction: Y/H; Automated Triage & Root Cause Analysis: Y/H; Bits AI is essentially an on-call engineer that works at machine speed

UOM 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

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

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

Latest updates — Datadog unveils new domain‑specific AI agents at DASH (Jun 10, 2025). Links — Official Site, Docs, Blog