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Syntitan AI-ready data platform
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The AI-ready data platform that prepares and checks data for the AI work you chose.

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LLM Capsule Context-preserving data layer for AI DTS Data Enablement for AI
LLM Capsule

Runner-up at T-Challenge 2026

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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CUBIG perspectives and practical insights on AI, AI-Ready data, and enterprise transformation.

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Ho Bae

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 Soft privacy technologies?

Soft privacy technologies are methods that focus on controlling data access and minimizing exposure rather than completely anonymizing information. These include access control, consent management, and privacy-enhancing user interfaces.

← Previous Social data science Next → Source data

Related Glossaries

  • Structured Data Structured data is highly organized information stored in databases, typically in rows and columns, making it easily searchable and analyzable. It includes financial records, customer databases, and inventory management systems.
  • 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.
  • AI Deployment Failure Modes AI Deployment Failure Modes refer to the common ways AI systems fail after moving from development into real production environments. These failures often involve unusable data, lost context, schema mismatches, access changes, and unstable execution conditions.
  • Context-Preserving Data Layer A context-preserving data layer for AI lets a model work on sensitive operational data that cannot leave the environment: original values stay inside, the model uses context-preserving substitutes, and usable results are reconstructed inside the environment.
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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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