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LLM Capsule named runner-up in the Deutsche Telekom & T-Mobile US global innovation program.

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Gartner 2026

Recognized in two 2026 Gartner Agentic AI reports

CUBIG's AI-Ready Data Operating Layer cited as a Tech Innovator in Gartner's 2026 report on Agentic AI solution accelerators.

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Building the missing layer for enterprise AI. CUBIG builds the AI-Ready Data Operating Layer that turns sensitive, fragmented, and unusable data into AI-Ready, operable data.

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Glossary

What is State Versioning?

State Versioning refers to the practice of managing data or execution states as identifiable and comparable units. It is less about storing history and more about distinguishing the states used for actual AI execution.

Related terms: State Diff / State Comparison · Release State · Data State Freezing · Verifiable Data State

← Previous State Diff / State Comparison Next → Statistical data

Related Glossaries

  • Verifiable Data State A verifiable data state is a fixed, documented version of a dataset whose readiness for AI can be checked and proven, so any AI run using it can be traced, reproduced, and compared.
  • Data versioning Data versioning captures the exact state of a dataset at a point in time and labels it, so the same data can be retrieved or rebuilt later.
  • 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.
  • Data-centric security Data-centric security is an approach that prioritizes protecting data itself rather than securing only networks or applications. It includes encryption, access control, and tokenization to safeguard sensitive information. This method ensures data remains secure during storage, transmission, and processing, making…
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CUBIG LTD (United Kingdom)
Company Number: NI735459
21 Arthur Street, Belfast, Antrim, United Kingdom, BT1 4GA

CUBIG CORP (Republic of Korea)
Business Registration: 133-81-45679
E-Commerce Registration: 2023-Seoul-Seocho-2822
4F, NAVER 1784, 95, Jeongjail-ro, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
Tel +82-2-582-1113 · Email [email protected]

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