Michvi’s assurance model is built on a strict read-only principle.
Every engagement is designed to protect operational stability, data boundaries,
and regulatory posture — without introducing technical or legal risk.
No System Interaction
We do not deploy tools, inject scripts, modify tags,
alter configurations, or interact with production systems.
All observations are performed externally and passively,
ensuring zero operational impact.
No Data Access
Michvi does not access customer-level data, personal information,
or internal databases.
Our work focuses on system behavior, signal integrity,
and governance alignment — not data extraction.
Zero Execution Risk
Findings are delivered as advisory insights only.
No fixes are applied, no actions are executed,
and no responsibility is assumed over client systems.
This preserves independence, audit safety,
and executive decision control.
Read-only assurance ensures Michvi remains an independent observer —
not an operator, vendor, or system participant —
across GDPR, DPDP, and AI governance environments.