Amazon Fraud Detector

Managed fraud detection that scores events against trained models and rules.

Provider: aws
Kind: AI service
Category: Compute
Official docs: https://docs.aws.amazon.com/frauddetector/latest/ug/limits.html

Properties · 6 set by this component

property	type	values	required	kind default	this component
auth	enum	api-key \| oauth \| iam \| none	no	—	▸ iam
contentFiltering	boolean	—	no	—	inherited
customerManagedKeys	boolean	—	no	—	▸ false
dataResidency · advanced	enum	us \| eu \| asia \| global	no	—	inherited
dataRetentionDays	integer	—	no	—	inherited
deployedModelVersions · component property	integer	—	no	5	inherited
detectorsPerAccount · component property	integer	—	no	100	inherited
keyStore	boolean	—	no	false	inherited
managed	boolean	—	no	false	▸ true
maxPayloadKbPerPrediction · component property	integer	—	no	256	inherited
modality	enum	text \| vision \| speech \| multimodal \| structured \| image \| video \| audio \| embedding \| rerank	no	—	▸ structured
publicEndpoint	boolean	—	no	—	▸ true
quotaUnitsPerMinute	integer	—	no	—	▸ 12000
rateLimitRpm · advanced	integer	—	no	—	inherited
rateLimitTpm · advanced	integer	—	no	—	inherited
rulesPerAccount · component property	integer	—	no	5000	inherited
storedEvents · component property	boolean	—	no	false	inherited
viaGateway	boolean	—	no	false	inherited

Rules that apply · 2

Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.

AI API key not managedwarning

ai-api-key-unmanaged

This AI vendor is reached with an API key, and nothing in the design holds or rotates that key. It ends up in environment files or code, every caller shares it, and a single leak runs up the vendor bill until someone notices. Put the key in a key-management component, or say it is held there with keyStore.

— all of these hold:
— the node's `auth` is "api-key"
— the node's `keyStore` is false
— the node has at least one incoming edge from an app-server, worker or client
— this does not hold:
— the design contains a node of kind key-management

Stateful node without zone redundancyerror

stateful-node-without-zone-redundancy

A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.

— all of these hold:
— the node's `stateless` is false
— the node sits inside exactly 1 availability-zone group
— this does not hold:
— the node sits inside at least one cell group

Use it in a design

nodes:
  - { id: "fraud-detector", component: "aws-fraud-detector" }

Other AI service products · 125

and 85 more → AI service page

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Amazon Fraud Detector: managed fraud detection that scores an event against trained models and rules and returns an outcome from GetEventPrediction. Sunset, end of support 7 October 2026, closed to new customers since 7 November 2025; placeable until end of support.
3# "Quotas" gives the defaults: 200 GetEventPrediction calls per second (12,000 per minute), a 256 KB payload and 5,000 inputs per call, 100 detectors, 5,000 rules and 5,000 variables per account, 50 models with 5 deployed model versions and 5 GB of training data.
4schemaVersion: "1"
5type: "component"
6id: "aws-fraud-detector"
7kind: "ai-service"
8provider: "aws"
9docs: "https://docs.aws.amazon.com/frauddetector/latest/ug/limits.html"
10defaults:
11  auth: "iam"
12  modality: "structured"
13  managed: true
14  publicEndpoint: true
15  customerManagedKeys: false
16  quotaUnitsPerMinute: 12000
17properties:
18  maxPayloadKbPerPrediction:
19    type: "integer"
20    default: 256
21  detectorsPerAccount:
22    type: "integer"
23    default: 100
24  rulesPerAccount:
25    type: "integer"
26    default: 5000
27  deployedModelVersions:
28    type: "integer"
29    default: 5
30  storedEvents:
31    type: "boolean"
32    default: false

The same page as markdown, for an agent: /catalogue/components/aws-fraud-detector.md