Assessment and plan of action
Used when the business first needs to know whether clustering is the right tool, where the default workflow is failing, and what methodology competition is worth running.
Pricing
Pricing follows the difficulty of the business problem.
The cost driver is usually not the number of charts. It is the combination of geometry difficulty, business consequence, and whether the client needs clustered outputs or an approved API for future data.
Clustered outputs and reporting
Used when the client needs a direct answer: clustered data, assignments and confidence, diagnostics, and a report that explains what the groups mean operationally.
Approved API delivery
Used when the methodology is stable enough to move into ongoing use on future batches. Pricing reflects monitoring, refresh logic, and reassessment constraints as much as the endpoint itself.
Start here
The fastest route to a credible quote is still the brief.
The assessment determines whether the work ends in clustered outputs, an approved API, or a smaller validation pass first.
Start a technical review
Send the brief, get an assessment, and receive a plan of action within one business day.