Michvi operates under a governance-first, read-only advisory model.
Our role is to observe, interpret, and advise — never to intervene, deploy,
or modify client systems.
Read-Only by Design
All engagements are conducted in a strictly observational manner.
We do not deploy tools, inject scripts, or alter configurations.
Systems are observed as they exist in production — without interference.
No System Access
Michvi does not require administrative access, write permissions, or direct control over platforms, analytics tools, or consent systems.
Observations are derived from externally visible behavior and reporting outputs.
No Customer Data Handling
We do not access, collect, store, or process customer-level data.
Engagements are designed to evaluate signal integrity and governance posture
without exposure to personal or sensitive information.
Advisory-Only Outcomes
All findings and recommendations are advisory in nature.
Michvi does not implement fixes, execute remediation,
or participate in operational change management.
Leadership-Level Accountability
Outputs are structured for executive, legal, and governance stakeholders.
Insights focus on risk exposure, compliance posture, and decision clarity —
not technical execution.
Independence & Neutrality
Michvi does not sell platforms, tools, or remediation services.
Our independence ensures assessments remain unbiased,
non-incentivized, and aligned solely to governance integrity.
modifying client systems, or accessing customer data.