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The AI-ready data platform for real AI execution, taking data from diagnosis to release and binding.

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Building the missing layer for enterprise AI. CUBIG is building the operational data layer that helps enterprises turn sensitive, fragmented, and unusable data into AI-ready, operable data.

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Glossary

What is Release State?

Release State refers to an immutable and identifiable data state fixed for AI execution. The same release state should always point to the same condition, making it a stable reference for reproducibility and comparison.

← Previous Relational Database Next → Reproducibility

Related Glossaries

  • Data-driven decision-making Data-driven decision-making refers to using quantitative data analysis instead of intuition to guide strategic choices. It enables organizations to improve efficiency, predict trends, and optimize processes using real-time and historical data.
  • LLMOps LLMOps covers the practices and tools for deploying, operating, and monitoring large language model applications in production, and how it extends MLOps.
  • Data Quality Data quality measures how accurate, complete, consistent, and valid a dataset is for its intended use, and how it differs from AI-ready data.
  • PII Encapsulation PII Encapsulation refers to the process of separating or transforming personally identifiable information into a protected representation before AI execution. It allows AI tasks to proceed using controlled tokens or capsules instead of exposing raw identifiers directly.
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CUBIG LTD (United Kingdom)
Company Number: NI735459
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