MICHVI — Independent Digital Governance Advisory
The figures behind a consequential decision do not agree.
Platform, analytics, CRM and finance figures can each look credible on their own. When they diverge, the decision carries exposure — and the open question is how much reliance the evidence can bear.
MICHVI independently determines how much reliance can be placed on the digital evidence informing a consequential business decision, and where decision exposure exists.
Independent and advisory-only — no client credentials by default.
Digital Signal GovernanceConceptual Research Framework
How Evidence Uncertainty Typically Appears
It becomes visible through secondary signals across systems.
Technology
Signal inconsistencies, identity mismatch.
Marketing
Performance variation without explanation.
Privacy
Consent exists but not enforceable.
Board
Governance assumed but not validated.
Each can signal evidence that cannot yet bear the reliance placed on it.
The question often surfaces during migration, expansion, AI adoption, or regulatory preparation.
Decision Exposure Is Not Downstream
It does not originate in reporting. It is the outcome of unresolved structural conditions.
If the evidence cannot be independently verified, the decision already carries that exposure.
Observable across complex digital governance environments.
Evidence Assessment
MICHVI Evidence Assessment
An independent determination of how much reliance can be placed on the digital evidence informing a consequential business decision, and where decision exposure exists.
One consequential decision domain and up to three material evidence journeys.
A reliance boundary — supported, insufficient / unsupported, or unknown — with an Executive Assurance Brief.
UK from £5,000 · Eurozone from €5,000.
Structural patterns are observable across regulated environments.
Recurring conditions of this kind are documented, in anonymised form, as Governance Case Abstracts.
How It Works
An independent, advisory-only engagement — no client credentials by default, no configuration changes, no remediation execution.
The full path from decision to decision support is set out in How It Works.
MICHVI examines structural governance conditions across digital systems, including signal integrity, identity continuity, consent enforcement, governance visibility, and design-time decisions.
Evidence
Research-Backed Governance
Why MICHVI is positioned to examine this problem: published research, a DOI-backed governance framework, and publicly disclosed intellectual property — not marketing claims.
Published Governance Research
Three SSRN working papers spanning the Digital Signal Governance framework, signal-level governance research, and the evolution of institutional governance in India.
View published research →Digital Signal Governance Framework
A conceptual governance framework archived through a persistent Zenodo DOI, providing a citable, independently verifiable reference.
Explore the framework →Disclosed Intellectual Property
A publicly filed and published Indian Patent Office application underpins the governance research programme.
View IP record →
WP-001: Governance Observability in Digital Systems
A practitioner translation of the underlying governance research, for executive and public-sector audiences.
Read the White Paper →Selected governance perspectives are also published externally to maintain independence from implementation environments. View selected publications.
Executive Resources
Governance Questions for Leadership
Three practical, ungated tools for leadership teams examining governance readiness, AI-driven evidence, and significant digital change.
Governance Readiness
12 questions to test whether digital systems are governance-legible.
AI Digital Evidence
5 questions to ask before trusting AI-driven digital evidence.
Governance Conversation
10 questions before an audit, AI rollout, migration, or platform transformation.
No scoring. No certification. No email gate.
Open Source
Public Evidence Structures
Three open technical and research contributions exploring how consequential digital events can be recorded, reviewed, and reconstructed more clearly.
Basisline
Preserve evidence, assumptions, decisions, and later outcomes, with a browser interface available for non-technical users.
Evidence Rail
Record how a child-safety control was applied and how that decision was later reviewed.
Deletion Evidence
Document deletion and data-exit actions together with linked verification and exception records.
Public technical contributions maintained separately from confidential MICHVI advisory engagements.
Scope an Evidence Assessment
Describe the consequential decision and the evidence informing it.
Scope an Evidence AssessmentOne consequential decision domain and up to three material evidence journeys. UK from £5,000 · Eurozone from €5,000.
Independent · No client credentials by default