When AI accelerates operations 10x, governance must accelerate 10x too — or you build technical debt that becomes legal debt
How 12 patented governance systems prevent catastrophic AI failures before they become board-level crises.
QARE framework Quality • Audit • Risk • Ethics that scales with growth — governance as accelerant, not brake.
DIN 07564039 • IICA Certified • 3 Boards • 25+ Years building systems that stay healthy at speed.
From CDR creation 26 Aug 2014 to Patent 551315 granted + 36-claim IP85050, every framework is field-tested at QARE Software Services — 23% growth, $500k MRR, 10 years databank
Four pillars that compound speed while maintaining health. Each pillar maps to patented controls that prevent failure modes before they cascade.
Invented 26 Aug 2014, CDR 2.0 is a governance framework beyond PII to Human Identity Patterns — 8 functions, 3 critical parameters: Intent, Behavioural, Emotional. CDR itself is not a patent — it is an open 8-function methodology. Its policies are implemented and production-validated in Patent 551315 (Autonomous Recruitment System) Granted 27 Sep 2024 and Patent Application IP85050 (VIHA Intent Framework) — proving governance that compounds speed.
CDR invented 26 Aug 2014 — production-validated in Patent 551315 (Autonomous Recruitment) — Zero Retention by Design — Self-funded — No Data Monetisation — Option A NDA.