The executive situation
A decision that deserves a stronger basis.
An investor, acquirer, or venture team needs to look beyond the demo and determine whether the proposition survives real data, architecture, governance, operating, and market conditions.
What is usually unclear
The questions beneath the visible narrative.
- Does the product genuinely require AI?
- Are performance and value claims supported by relevant evidence?
- Can the data and architecture scale economically and responsibly?
- Are governance and operating commitments compatible with the business model?
- Is differentiation technically and commercially defensible?
What viCOMPASSa examines
One connected decision view.
- Problem and AI necessity
- Evidence quality and transferability
- Data access, architecture, and scalability
- Operating commitments and unit economics
- Governance, regulatory, and reputational exposure
- Defensibility and value realization risk
What the engagement produces
Concrete outputs for the next decision.
AI Capability AssessmentEvidence and Claims ReviewArchitecture and Data Risk ViewGovernance and Operating ExposureInvestment Decision Brief
What becomes possible
Clarity that changes what happens next.
The investment team can distinguish a persuasive AI story from a credible, scalable, governable business and price risk more intelligently.
