AI & data

Separate data content quality from management capability

The Korean Standards Association's AI Data+ addresses data used for AI training and analysis. Select the content or management system route before preparing evidence.

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Scope and applicability

AI data quality and management system certification

This voluntary scheme supports data quality and trust. It does not guarantee every right or legal condition associated with training data.

Korean certification schemes and international standards are different. A translated guide does not extend a Korean certificate to other countries. Confirm the target market, product classification and current requirements with the relevant body.

Who this is for

  • Training and validation dataset builders
  • Text, image and speech data providers
  • AI data quality management teams

Documents to prepare

Dataset and version specification

Define modalities, classes, quantities, splits and collection and processing versions.

Quality measurement and label reviews

Document accuracy, representativeness and label consistency criteria and results.

Data management and rights records

Record quality owners, change approvals, provenance and usage conditions.

Preparation process

  1. Choose type and scope

    Compare content and management system certification and agree the dataset and assessment scope.

  2. Measure and improve

    Apply use-specific rules and investigate defects and possible bias.

  3. Assess and confirm validity

    Confirm the certified data version, scope and continuing assessment conditions.

Timing

Agree timing based on data type, samples, management system scope and remediation; there is no single duration for all applications.

Agency fees

Institutional testing and assessment fees

Quotation based on the agreed scope

Confirm scope, assessor days, retesting, travel and VAT in the final quotation. Institutional fees are separate from Specify subscription charges.

Sources and references ↗

Document automation and management cost KRW 300,000 per month. Expert services and certification body testing or assessment fees are separate. Specify supports preparation; the relevant authority or certification body makes the final decision.

Pricing and certification costs →

Optional expert consulting

Expert review and consulting are optional, separately scoped services. Choose support for AI Data+ Certification based on your team's readiness and the evidence or assessment preparation you need.

  • Confirm institutional testing, assessment and registration fees separately in the contract.
  • Development fixes, clinical studies where applicable, security equipment and infrastructure operations may require separate budgets.
  • Confirm internal staffing, travel, translation, VAT, surveillance and renewal costs in the quotation.

Questions and answers

How does this differ from AI+?

AI+ addresses products and services, while AI Data+ addresses underlying data.

Which data types are included?

The guidance includes structured, image, video, audio, speech, text, multimodal and generative AI data.

Do all types have the same validity period?

Content and management system routes have different conditions. Confirm current validity and surveillance requirements.

Sources and references

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