Data quality
Accurate, complete, consistent and timely.
HUMAN-CENTRIC INFORMATION INTEGRITY FRAMEWORK
An Enterprise Information Integrity Management System for establishing trust and confidence in the information organisations rely upon.
Explore HCIIFHaving information does not automatically mean it is appropriate to act on it.
Quality matters. So do provenance, context, sensitivity, accountability and human judgement.
HCIIF asks: is this information sufficiently trusted for its intended purpose, risk and consequence?
HCIIF builds on data quality, data governance and AI governance.
It extends those foundations into Enterprise Information Integrity—making the basis for trust and confidence visible.
Accurate, complete, consistent and timely.
Owned, controlled and managed.
Confidence understood for a defined use.
Decisions made with visible evidence and limitations.
HCIIF is sector-neutral, technology-neutral and standards-complementary. It can be applied across different operating environments while working alongside established governance, risk, assurance and management systems.
The principles, methods and management system behind HCIIF.
Explore → 02The publication and its 20-chapter structure.
View edition → 03Six examples across different sectors and decisions.
View examples → 04Practical implementation guidance currently undergoing peer review.
Learn more →Make the evidence and limitations behind information-led judgements visible.
Connect information risk, ownership and assurance to the purpose of use.
Strengthen the information foundations on which AI-enabled outcomes depend.
START A CONVERSATION
For enquiries about HCIIF, peer review, collaboration or potential pilots, please get in touch.
Contact contact@hciif.com