Confident decisions
Make the evidence and limitations behind information-led judgements visible.
HUMAN-CENTRIC INFORMATION INTEGRITY FRAMEWORK
Data is everywhere.
Trust and confidence must be earned.
An Enterprise Information Integrity Management System for establishing trust and confidence in the information organisations rely upon.
FROM INFORMATION TO JUSTIFIED CONFIDENCELive HCIIF pathway
Evidence remains connected. Limitations remain visible. Human judgement remains accountable.
ECAM — Enterprise Confidence Assessment MethodologyIIP — Information Integrity Passport
THE CHALLENGE
Available information.
Justified confidence.
Having 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?
FROM DATA TO INFORMATION INTEGRITY
Data is the starting point.
Trusted information is the outcome.
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.
01DATAAvailable inputs and records
02QUALITYAccurate, complete, consistent and timely
03GOVERNANCEOwned, controlled and managed
04INTEGRITYConfidence understood for a defined use
JUSTIFIED CONFIDENCETrusted informationfor a defined purpose
Explore HCIIF
ENTERPRISE VALUE
A stronger foundation
for what comes next.
Accountable governance
Connect information risk, ownership and assurance to the purpose of use.
Responsible AI adoption
Strengthen the information foundations on which AI-enabled outcomes depend.