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Start with the brief.

The next step is not immediate modeling. It is a scoped review of the brief, an assessment of the geometry and business risk, and a plan of action that defines what should happen next.

How to brief the work

A useful brief names the unit of analysis, the business objective, and the symptom that makes the current clustering approach hard to trust. That is enough to start the assessment.

  • Brief reviewed by the De Novo Clustering lab.
  • Assessment covers geometry, density, drift, and delivery path before any workflow is approved.
  • The outcome is a plan of action that ends in clustered outputs and reporting, or an approved API for future data.

How the service starts

Step 1

Review the brief

Step 2

Assess the geometry and business consequence

Step 3

Return a plan of action

Prefer email?

If you would rather email the brief directly, use the address below.

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Include the unit of analysis, the business objective, and what makes the data hard.

Optional. Share a secure URL if a sample already exists in your environment.

Confidential by default. If procurement, NDA handling, or environment-specific restrictions matter before data can move, state them in the brief.