agentic · serverless · ai agents for aws
Complete autonomy.
Complete control.
Cloud Agent Studio runs autonomous AI agents inside your own AWS account — with complete control over every permission, every tool call, and every layer of the execution stack.
regions
32
models
300+
tools per agent
∞
idle cost
$0
Agentic Loop
Activates in Real Time
Cloud Agent Studio runs the complete reasoning loop inside your account — every plan reviewed, every action guard-railed, every decision logged.
Observe
Ingest signals from your environment — events, logs, threads, tickets — all captured and timestamped in your account.
Orient
Build a model of the situation against prior runs, prior plans, and prior context. No hallucinated state.
Decide
Pick a course of action scoped to least-privilege. You review the plan and the exact IAM scope before anything runs.
Act
Execute under scoped roles with approval gates on sensitive steps. Every tool call traced and replayable.
ambient
Always on. Everywhere you work.
Your agents meet you in the tools you already use — no new app, no new tab, no new place to check. Open a PR, drop a thread, move a ticket — the loop is already running.
Confluence, Notion
read, write, cite
Discord, Slack
threads → plans
GitHub
reads, drafts, patches
Jira, Linear
tickets, transitions
stack
Every AWS layer, already in your account.
Cloud Agent Studio composes the AWS services you already run — no new vendor to onboard, no data-plane to migrate, no new procurement cycle.
Bedrock
inference
Fargate
long-running agents
Lambda
ephemeral actions
DynamoDB
agent state
IAM
scoped roles
KMS
your keys
bring your own keys
Your models. Your keys. Your rate limits.
Cloud Agent Studio never stores or proxies your model credentials. Keys live in your account — in Secrets Manager, under KMS, audited by CloudTrail. Bring any frontier provider, or route everything through OpenRouter.
Anthropic
Claude
OpenAI
GPT
Gemini
xAI
Grok
OpenRouter
Unified LLM API gateway and marketplace
scale to zero
Pay for reasoning. Not idle time.
Every layer scales to zero. Lambda bills by the millisecond. Fargate tasks stop when their run ends. DynamoDB runs on-demand with no provisioned capacity. When nothing is happening, you pay nothing.
Ephemeral actions
Lambda bills by the millisecond. No warm pools, no baseline fleet. Most agent work never touches Fargate.
Long-running agents
Fargate tasks run until their work is done, then stop. No idle vCPU, no parked capacity, no oversized reservations.
State
DynamoDB on-demand. No provisioned capacity, no minimums. Pay per read and write, or nothing at all.
control plane
Complete visibility. Complete veto.
Your VPC. Your IAM. Your audit trail. Every agent runs under least-privilege, every privileged action requires approval, and every decision is logged to your own account — never ours.
Permissions
Scoped IAM per agent. Least-privilege by default. No shared roles, no shared secrets, no shared tenancy.
Guardrails
Policy-as-code approval gates on sensitive steps. Agents stop and ask before any action you flag as privileged.
Audit
Every tool call traced. Every decision logged. Every run replayable — with full token-level provenance in your own logs.
observability
Every token. Every tool call. Every trace.
Cloud Agent Studio streams traces, logs, and metrics to Datadog — the same place you already watch your infrastructure. LLM Observability gives per-span visibility into what the agent thought, what it called, and what it cost.
Traces
Distributed tracing across every LLM call, tool call, and sub-agent invocation. Jump from a flagged decision back to the prompt that produced it.
Logs
Structured logs from every service. Correlate agent runs with application spans in one query — no shuttling between tools.
Metrics
Token counts, tool latencies, approval rates, cost per run. Dashboards and alerts your team already knows how to read.
get started
Complete control. In your account.
Cloud Agent Studio deploys as a CDK app into your AWS account. No data-plane to migrate, no procurement cycle, no vendor to onboard — just your agents, your keys, your logs.