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AWS Services Catalog

A report-backed catalog of AWS services shaped for quick browsing. The page preserves category, stage, lifecycle status, region and partition limitations, retirement notes, and notable caveats from the research report instead of flattening them into a generic spreadsheet.

Single source of truthInventory verified as of April 14, 2026

Tracked services

Full inventory currently on the page

111

Active today

Services marked Active in the report

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Deprecated, retiring, or retired entries

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Needs extra regional or stage validation

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How to read the labels

Stage and status come directly from the normalized report model.

Stage

Generally available according to the research report's normalized lifecycle model.

Preview

Public preview or other pre-GA availability called out in the report.

Retired/Discontinued

No longer offered as an active AWS service or capability in the report snapshot.

Status

Active

Available for normal use in the report snapshot.

Region-limited

Available, but only in the explicitly listed regions or partitions.

Deprecated

Still available, but AWS guidance in the report points learners toward alternatives.

Retiring

AWS has published an end date or support cutoff in the report sources.

Retired

Already shut down or unavailable to customers in the report snapshot.

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The catalog is narrowed by your current search or focus.

Category: MLFocus: Deprecated

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2 services2 watchouts

Amazon Forecast

GADeprecated$$$$

Time-series forecasting service listed under "Services in Maintenance," indicating no new onboarding while existing customers can continue; AWS points to alternative paths (for example, SageMaker Canvas in lifecycle guidance).

Lifecycle: GA stage - Deprecated (still available but discouraged)
Availability / regions: Commercial (aws)
Typical use cases: Demand forecastinginventory planningworkforce planningtime-series forecasting prototypes for business units.
Cost signal: $$$$ model training/inference over large time-series datasets

Notes: Maintenance entry dated Jul 29, 2024.

Primary source Secondary source

Amazon Fraud Detector

GADeprecated$$$$

Managed fraud detection service closed to new customers as of Nov 7, 2025, with AWS recommending alternatives (AutoGluon, SageMaker, AWS WAF Fraud Control).

Lifecycle: GA stage - Deprecated (still available but discouraged)
Availability / regions: Commercial (aws)
Typical use cases: Legacy fraud model hostingevent scoring pipelinesmigration planning to alternative ML stacksarchival/export of event data.
Cost signal: $$$$ fraud scoring at scale + ML hosting/ingestion

Notes: Notice does not state an end-of-support date; focuses on closure to new customers and alternatives.

Primary source

Methodology snapshot

This page stays intentionally close to the source report.

Every catalog entry is populated from the uploaded AWS services research report. The page does not invent alternative maturity labels or hide lifecycle exceptions.

When the report flags source conflicts, retirement windows, region limits, or replacement guidance, that note is surfaced directly on the service card so learners can make safer architecture choices.