Trusted Integrated Knowledge Dataspace

Trusted Integrated Knowledge Dataspace (TIKD) is a data-centric framework based on Linked Data technologies, integrating access control, privacy-aware logging, and pseudonymization. Unlike traditional data lakes, TIKD manages both semantic context and privacy permissions. It aligns with ISO/IEC 27701 Clause 6.12 regarding data-sharing and GDPR Article 25's Privacy by Design principle, ensuring sensitive data--particularly in healthcare and finance--is handled with verifiable compliance and traceability.

TIKD implementation typically follows three steps: Data Classification (mapping to ISO 27701 PIA), Access Control Deployment (defining semantic-aware permissions), and Privacy-Aware Logging (enabling auditability). For example, a Taiwan-based healthcare group implementing TIKD saw a 40% increase in efficient cross-departmental data-sharing while reducing data-leakage-related incidents to zero by strictly adhering to the Personal Data Protection Act's specific-purpose-of-use clause.

Three primary challenges exist: Regulatory ambiguity regarding the definition of 'anonymization' under Taiwan's Personal Data Protection Act; a shortage of semantic web and data-centric security specialists; and organizational resistance to data-sharing. To overcome these, enterprises should adopt international standards (ISO/IEC 20889), invest in automated privacy-compliance tools, and initiate a top-down data-governance strategy within a 90-day implementation window.

Winners Consulting specializes in Trusted Integrated Knowledge Dataspace for Taiwan enterprises, delivering compliant management systems within 90 days. Free consultation: https://winners.com.tw/contact