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What is Restricted Data?

Restricted Data refers to data that exists inside an organization but cannot be directly used in AI due to sensitive content, regulations, contractual limits, internal policy, siloed ownership, or access restrictions. The problem is not quality, but the inability to access and use the data in actual AI workflows.

Data simulation
Data simulation is the creation of virtual datasets that mimic real-world data conditions. It is widely used in AI research, finance, and healthcare to analyze scenarios, optimize decision-making, and reduce risks without exposing sensitive information.
Personal Data Protection Bill
The Personal Data Protection Bill (PDPB) is a proposed legislative framework aimed at defining rules for data collection, storage, and security. It sets out provisions for user consent, data processing limitations, cross-border data transfers, and penalties for non-compliance. The PDPB serves as a foundation for strengthening data privacy rights and ensuring responsible data handling by businesses and government agencies.
Data Diagnosis (Data Health Check)
Data Diagnosis, or Data Health Check, refers to the process of checking data for quality issues, schema errors, missing values, context loss, and unusable formats before AI execution. It is the starting point for determining whether data is truly ready for AI use.

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