How do I make government datasets ready for AI?

Answered

Prepare data intentionally across technical optimisation, data/metadata quality, ownership and access, and legal/security/ethics. Use the published AI-ready guidelines, self-assessment checklist and action plan; data use must be lawful, secure and trustworthy.

From the guidance

Primary (how) AI Knowledge Hub: Making data ready for AI

Read the Guidelines and best practices for making government datasets ready for AI to gain an understanding of what makes data AI-ready. Identify datasets in your organisation that could support AI use cases. Use the self-assessment checklist to evaluate whether your datasets are AI-ready. Follow the AI-ready data action plan presented in the guidance to address technical, governance or legal barriers.

Section: What to do next

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Secondary (normative) AI Knowledge Hub: Making data ready for AI

organisations should consider the following aspects to help ensure their datasets are prepared effectively for AI: Technical optimisation; Data and metadata quality; Organisation and infrastructure context; Legal, security and ethical compliance. Data use must be lawful, secure and trustworthy.

Section: What does ‘AI-ready’ data mean?

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