AWS Marketplace package

Provision Antimicrobial Resistance (AMR) Public Source Signal Dataset.

Provision a private AWS Marketplace package for AI-ready dataset licenses, API access, support, and deployment terms.

AI-ready Antimicrobial Resistance (AMR) signal dataset that combines public resistance observations, genotype/resource evidence, literature metadata, sequence metadata, governance context, source lineage, quality scoring, and limitations for source-grounded preparedness workflows.

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Preview first

Review the dataset before provisioning access.

Each product path starts from a visible product surface: sample records, schema, source lineage, AI-ready export formats, and delivery terms.

Dataset preview

Antimicrobial Resistance (AMR) Public Source Signal Dataset preview

Review sample records, schema, source coverage, AI-ready outputs, and limitations.

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Catalog

Dataset catalog

Compare available AI-ready datasets, sample rows, schema, export formats, and access options.

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Procurement

Cloud delivery

Review AWS Marketplace, AWS Data Exchange, Azure Marketplace, API, feed, and private endpoint paths.

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AI-ready outputs

What gets provisioned

  • Clean structured records with normalized time, geography, entities, source family, and measurement fields.
  • RAG-ready JSONL with retrieval text, metadata, citation fields, chunk identifiers, and limitation notes.
  • Model-feature tables with joined context, quality scores, confidence fields, and export-ready schemas.
  • Dataset manifest, source lineage, field definitions, refresh cadence, and validation summary.
  • Delivery as CSV, JSON, JSONL, API payload, scheduled feed, AWS/Azure private offer, or private endpoint.
  • Dataset-specific fields include record_id, date, location, source_stream, published_value, source_url.
Delivery checks

What gets confirmed

  • Dataset preview, schema, sample rows, and limitation notes are reviewed before access is provisioned.
  • Customer scope defines geography, source families, refresh cadence, export formats, and entitlement boundaries.
  • Delivery path is selected for account access, API/feed provisioning, AWS, Azure, or private endpoint.
  • Production access is provisioned with support channel, validation records, and renewal terms.
Provisioning path

AWS Marketplace private offer

  1. Review the dataset preview and field coverage.
  2. Select delivery format and commercial channel.
  3. Confirm geography, refresh cadence, entitlement, and security requirements.
  4. Provision exports, API/feed access, or marketplace private offer.
Provisioning console

Provision Antimicrobial Resistance (AMR) Public Source Signal Dataset

Standard DeepWave datasets move through preview, account access, and product-package provisioning. Custom source scoping is reserved for SourceFusion work.

Selected path: AWS Marketplace private offer. Dataset package: Antimicrobial Resistance (AMR) Public Source Signal Dataset.
1. Preview Sample rows, schema, AI-ready outputs, lineage, and limitations are visible before access is provisioned.
2. Account The client portal controls entitlement, receipts, and export access after purchase or marketplace confirmation.
3. Provision Payment confirmation provisions exports automatically when commerce is configured; marketplace paths use the selected product package.
4. Deliver CSV, JSONL, model features, source lineage, API JSON, and manifest files are available from the dataset page.
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