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DATUMCAFÉ

Free executive assessment

Does your AI initiative depend on critical data?

Use this five-question executive triage to identify whether data dependencies could create material operational, regulatory, AI or public-trust risk.

5 questions Executive-level triage Immediate results
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Why critical data matters

Not every data element carries the same consequence.

Critical data is information whose failure, misuse, poor quality or unavailability could materially disrupt operations, increase regulatory exposure, weaken AI outcomes or damage trust.

This assessment is an initial decision aid. It does not replace a detailed data, legal, security or risk review.

Five-question triage

Answer based on the data supporting one specific initiative.

Select Yes or No for every question. Two or more Yes responses indicate that critical-data risk is likely present and deserves structured review.

Progress 0 of 5 answered
01 Would failure, unavailability or inaccuracy in this data materially disrupt operations?

Consider service delivery, financial activity, customer commitments, safety or essential workflows.

02 Is the data regulated, contractually restricted or subject to significant privacy obligations?

Consider personal, health, financial, employee, customer, confidential or jurisdiction-specific information.

03 Is the data reused across multiple processes, teams, reports, products or decisions?

Broad reuse can increase the reach and business impact of a definition, quality or ownership problem.

04 Does an AI model, automated workflow or material business decision depend on this data?

Consider training, retrieval, prompts, recommendations, predictions, classifications and automated actions.

05 Could misuse or failure of this data damage customer, employee, partner or public trust?

Consider harm, unfair outcomes, misleading communication, loss of confidence or reputational consequences.

Please answer all five questions to view your result.

A structured next step

Move from a risk signal to shared definitions and ownership.

The Critical Data Solution gives leaders and practitioners a repeatable way to identify high-consequence data, clarify business meaning, assign accountability and prioritize the controls that protect important outcomes.