AWS Amazon Detective
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AI ReadinessAI-Aware (B-)62/100
Agent-ready OpenAPI document · curated by JenticSecurityThreat Detectionhmac24 EndpointsREST
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For Agents
Administer Amazon Detective behavior graphs, manage member accounts, and configure organization-wide enrolment for security investigations.
Use for: Enable Amazon Detective in a new AWS region, Invite a member account into an existing behavior graph, List all behavior graphs this account is a member of, Check whether a member account has accepted its Detective invitation
Not supported: Does not handle log ingestion, threat detection rule authoring, or remediation actions - use for Detective behavior graph administration and membership management only.
Jentic publishes the only available OpenAPI specification for Amazon Detective, keeping it validated and agent-ready. Amazon Detective uses machine learning and graph analytics to help security teams investigate potential security issues across AWS workloads. The API manages behavior graphs that aggregate CloudTrail, VPC flow logs, and GuardDuty findings from a set of member accounts, and lets the administrator account invite, accept, and remove members, configure organization-wide enrolment, and apply tags. Use it when an agent or workflow needs to programmatically administer Detective behavior graphs across many AWS accounts.
Install Jentic One Beta
Connect the Amazon Detective to your agent
Jentic One is a self-hosted execution layer for AI agents. It lets your agent call the Amazon Detective, or any other public or private API you need. You set the rules, the agent never sees your credentials, and every call is logged.
Two steps, two machines. Install the instance in a safe environment, then register your agent from wherever it runs.
1
Step 1: Jentic One Host machine
# On the machine that will host your Jentic One instance:
curl -fsSL "https://jentic.com/install.sh?src=apis&api=%2Fapis%2Famazonaws.com%2Faws-detective" | sh2
Step 2: Agent machine
# On the machine where your agent runs (keep this separate from the instance):
curl -fsSL "https://jentic.com/install.sh?src=apis&api=%2Fapis%2Famazonaws.com%2Faws-detective" | sh
jentic register # connects your agent to your Jentic One instanceJentic One is in public beta. The setup above keeps your agent separate from the instance, which is what you want before using real credentials: an agent running as the same OS user as Jentic One can read its stored keys directly. Just evaluating? A single local install is fine to start. See the secure deployment guide for the tiers.
Capabilities
What an agent can do with Amazon Detective API.
Create and decommission behavior graphs in a region with the CreateGraph and DeleteGraph operations
Invite, accept, decline, and remove member accounts to scope investigation data sources
List behavior graphs an account is invited to or already a member of, including their data source health
Configure organization-wide Detective administration via enableAdminAccount and describeOrganizationConfiguration
Inspect data source package status for each member to verify Detective is ingesting CloudTrail, VPC flow, and GuardDuty data
Apply tags to behavior graphs for cost allocation and inventory tracking
Use Cases
Patterns agents use Amazon Detective API for, with concrete tasks.
★ Stand Up a Multi-Account Behavior Graph
Enable Amazon Detective in the administrator account and add member accounts so investigation data from CloudTrail, VPC flow logs, and GuardDuty is consolidated into one behavior graph per region. CreateGraph creates the graph, CreateMembers sends invitations, and ListMembers tracks which accounts have accepted, giving security teams a single view of activity across the organization.
Call CreateGraph in the target region, then CreateMembers with a list of member account IDs and email addresses, and poll ListMembers until status reflects acceptance.
Automate Organization-Wide Onboarding
When using AWS Organizations, designate a delegated administrator for Detective via enableAdminAccount and configure auto-enrolment of new organization accounts. New accounts joining the organization are automatically added as members of the organization behavior graph without manual invitations, ensuring coverage as the AWS estate grows.
Call enableAdminAccount with the delegated admin AccountId, then updateOrganizationConfiguration to enable AutoEnable for new organization accounts.
Lifecycle Membership Cleanup
Remove decommissioned AWS accounts from active behavior graphs to keep investigation scope accurate. DeleteMembers removes members from the administrator side, and an invited account can call removeMembership to leave a graph it has joined. This keeps Detective coverage aligned with the live account inventory.
Call DeleteMembers on the administrator graph with the AccountIds of decommissioned accounts and verify they no longer appear in ListMembers.
Agent-Driven Detective Administration
An AI agent connected via Jentic can programmatically respond to organizational changes - enabling Detective in a new region, adding fresh member accounts, or rotating the delegated administrator - without a human navigating the AWS console. Jentic returns the matching Detective operation and schema so the agent can compose the correct sequence of calls and check status between steps.
Search Jentic for 'invite a Detective member account', load the CreateMembers schema, execute it with the new account list, then call ListMembers to confirm enrolment.
Key Endpoints
24 endpoints — jentic publishes the only available openapi specification for amazon detective, keeping it validated and agent-ready.
METHOD
PATH
DESCRIPTION
POST
/graph
Create a Detective behavior graph
POST
/graph/members
Invite member accounts to a graph
POST
/graph/members/get
Get details for member accounts
POST
/graph/members/removal
Remove member accounts from a graph
POST
/graph/removal
Delete a behavior graph
PUT
/invitation
Accept or decline an invitation
POST
/orgs/enableAdminAccount
Designate the Detective delegated admin
POST
/graphs/list
List graphs the account belongs to
POST
/graph
Create a Detective behavior graph
POST
/graph/members
Invite member accounts to a graph
POST
/graph/members/get
Get details for member accounts
POST
/graph/members/removal
Remove member accounts from a graph
POST
/graph/removal
Delete a behavior graph
PUT
/invitation
Accept or decline an invitation
POST
/orgs/enableAdminAccount
Designate the Detective delegated admin
POST
/graphs/list
List graphs the account belongs to
Jentic AI Readiness Score
This API is usable in Jentic One now. Its AI-readiness score against Jentic's framework shows where it stands today and where improvements would make it even easier for agents to use.
A
Amazon Detective
- AI-Aware (B-)62/100
99
Foundational Compliance63
Developer Experience & Jentic Compatibility39
AI-Readiness & Agent Experience94
Agent Usability50
Security100
AI DiscoverabilityPowered by JenticScoring Framework 1.0.0 | Scoring Engine 0.4.0
Show dimension breakdown
99
Foundational Compliance
Base layer of spec validity and structural soundness.
Grade: A+Signals: 4
97%
Lint Results
Aggregated quality score from linter diagnostics, weighted by severity.
100%
Resolution Completeness
Percentage of `$ref` references that resolve successfully.
100%
Specification Validity
Checks whether the API description parses successfully and conforms to its declared specification (e.g., OpenAPI).
100%
Structural Integrity
Structural correctness score based on schema issues using logarithmic dampening.
63
Developer Experience & Jentic Compatibility
Clarity, completeness, and ingestion readiness for developers and tooling.
Grade: B-Signals: 4
0%
Example Density
How richly the API is illustrated with examples.
100%
Example Validity
Percentage of examples that conform to their schemas.
50%
Response Coverage
Percentage of operations with complete response definitions (success, client error, server error).
100%
Tooling Readiness
Health of API ingestion, bundling, and resolution within Jentic pipelines.
39
AI-Readiness & Agent Experience
Semantic breadth, depth, and agent comprehension for AI systems.
Grade: FSignals: 4
54%
Description Coverage
Coverage of descriptions across API elements.
0%
Error Standardization
Coverage of RFC 9457 Problem Details for error responses.
100%
OperationId Quality
Coverage, uniqueness, and casing consistency of operationIds for AI inference.
0%
Summary Coverage
Coverage of summaries across operations/tags/info.
94
Agent Usability
Functional utility, complexity comfort, and AI orchestration readiness.
Grade: A+Signals: 1
94%
Complexity Comfort
Agent comfort level based on API operational and structural complexity.
50
Security
Trust, risk posture, and security compliance.
Grade: C-Signals: 1
50%
Authentication Strength
Average quality of security schemes based on authentication method strength (weakest link for OAuth2).
100
AI Discoverability
Findability, semantic richness, and reasoning readiness.
Grade: A+Signals: 1
100%
Descriptive Richness
Clarity and depth of descriptions across API elements.
Score it yourself
Every API in the directory is allowlisted, so you can re-score it with no key required.
npx @jentic/api-scorecard-cli score <openapi-url>Why Jentic?
What agents get from Jentic-routed access to this vendor.
Setup
Wiring Amazon Detective by hand means implementing AWS Signature v4 request signing, resolving the regional api.detective host, and mapping graph and membership actions to their REST paths yourself. Through Jentic you install once, import Amazon Detective from the API Directory, store the AWS credentials once, and your agent calls it.
Permission scoping
Detective identifies the behavior graph by an ARN carried in the request body rather than in the URL path, across operations like inviting members, listing graphs, and removing members. Limit the agent to the operations it needs, such as ListGraphs and GetMembers, so operations like deleting a graph or removing members are not included unless you add them.
Credential isolation
Your AWS credentials are stored once, encrypted, by your own Jentic One instance and injected at execution time. They never enter the agent's prompt, logs, or context.
Intent-based discovery
Agents search Jentic by intent such as 'invite a Detective member account' or 'list the graphs an account belongs to', and Jentic returns the matching Amazon Detective operation with its input schema so the agent calls the right endpoint without browsing the AWS service reference.
Related APIs
Alternatives and complements available in the Jentic catalogue.
FAQs
Specific to using Amazon Detective API through Jentic.
Why is there no official OpenAPI spec for Amazon Detective?
AWS does not publish an OpenAPI specification. Jentic generates and maintains this spec so that AI agents and developers can call Amazon Detective via structured tooling. It is validated against the live API and kept up to date. Get started with Jentic One, the self-hosted execution layer.
What authentication does the Amazon Detective API use?
Detective uses AWS Signature Version 4 (HMAC) signing with an AWS access key ID and secret access key. Through Jentic, those credentials live encrypted in your Jentic One instance and are injected into signed requests at execution time, so the agent never sees the raw secret access key.
Can I add member accounts to a behavior graph through the API?
Yes. The administrator account calls CreateMembers (POST /graph/members) with the AccountIds and email addresses to invite. Each invited account then accepts via PUT /invitation, after which its CloudTrail, VPC flow, and GuardDuty data feeds the behavior graph.
What are the rate limits for the Amazon Detective API?
Detective shares standard AWS service quotas, which are managed per account and region rather than published as fixed per-second limits in the spec. Treat bulk member invitations as throttle-prone and back off on ThrottlingException responses.
How do I enable Detective in a new region through Jentic?
Search Jentic for 'create a Detective behavior graph', load the CreateGraph operation schema, then execute it. Run pip install jentic, set JENTIC_AGENT_API_KEY, and use the async search and execute pattern.
Is the behavior graph data ingested by this API?
No. Detective ingests CloudTrail, VPC flow logs, and GuardDuty findings automatically once member accounts are enrolled. This API administers the graph itself - membership, organization configuration, and tags - not the underlying log streams.
Can I limit what my agent is allowed to do with the Amazon Detective API?
Yes. Because Jentic One is self-hosted, you decide which Detective operations your agent may call and which AWS credentials it uses. You can restrict it to read-only actions like ListGraphs and GetMembers so it can inspect behavior graphs and membership without being able to invite members, remove members, or delete a graph. Since Detective identifies the target graph by an ARN in the request body, scoping the operation set is what controls the agent's reach.
GET STARTED