CloudThinker + Datadog
CloudThinker doesn't replace Datadog — it integrates with it. Your Datadog alerts, metrics, and traces become the input that CloudThinker's autonomous AI agents act on: investigating root cause, executing remediation runbooks, and resolving incidents without requiring your team to context-switch.
Think of CloudThinker as the autonomous action layer that sits on top of your existing observability stack — unifying Datadog, your cloud providers, your code repositories, and your incident tools into a single AI-driven operations platform.
Platform Architecture
Your existing tools — Datadog, PagerDuty, New Relic, and the rest — remain exactly as they are. CloudThinker connects to all of them, unifies their signals, and adds the autonomous AI action layer that turns insights into resolution.
Operating Model Comparison
Partial = limited or requires additional configuration/tooling. CloudThinker integrates natively with Datadog — both platforms work together, not in competition.
The autonomous AI layer your observability stack is missing
Datadog surfaces anomalies and fires alerts — and it does this better than almost anyone. CloudThinker connects to Datadog and takes the next step: Resolve consumes those alerts, correlates signals across your full stack, investigates root cause, and executes remediation runbooks — often resolving incidents before your on-call engineer even opens Slack.
CloudThinker doesn't just read Datadog — it also connects to your GitHub PRs through Review, Kubernetes clusters, AWS/GCP/Azure accounts, Jira tickets, Slack channels, and PagerDuty on-call schedules. The result is a single AI-driven operations layer that sees and acts across every part of your infrastructure, not just the monitoring layer.
CloudThinker's Graduated Autonomy model lets you start with AI-drafted recommendations and gradually increase to fully autonomous remediation on a per-environment, per-skill basis. Every action is audited with full rationale — giving you the confidence to let AI handle more operational toil while your engineers focus on building.
Frontier Investigation Agents
CloudThinker connects to Datadog in minutes. Keep your observability stack exactly as-is — and add an AI layer that acts on it automatically.