GSA RFI: Data Readiness Services for Artificial Intelligence

Notice ID ID0720-DATAMAC

“The purpose of this RFI is to gain knowledge of interest, capabilities and qualifications of both small and large businesses to provide development services to meet the Artificial Intelligence (AI) Data Readiness needs of the Government. The Government is requesting information regarding the feasibility to perform the efforts described herein. Information received as a result of this sources sought RFI will be used solely for market research purposes only. The Government shall use this market research in determining the best method of procurement, which is part of the acquisition planning process.”

“Data Readiness covers a very broad set of topics, which are outlined below.  It is not necessary to respond to each topic in the list, the Government is interested only in those where a strong capability is possessed.

Services to be performed may include, but are not limited to, the following:

  • Project Management and Documentation
  • Software Configuration
  • Data Ingestion and Data Ingestion Pipelines
    • Data Ingestion Services
    • Data Ingestion Pipelines
    • Streaming Transformation
    • Data Storage
    • Metrics and Documentation
  • Enterprise Information Management and Governance
    • Cataloging Data
    • Making Data Visible
    • Metadata Integration
  • Data Integration
  • Data Architecture and Preparation
  • Data Quality
  • Data Security
    • Automated Data Collection
  • Data Labeling
  • Synthetic Data
  • Data Anonymization
    • Data Wrangling
  • Data Availability
  • Data Ethics
  • Feature Engineering
  • NLP and Text Processing
  • Transfer Learning and Algorithm Management
  • Standardized Data Science and AI Pipelines
  • Data Science and AI Outreach and Innovative Development Mechanisms…”

Read more here.


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