What you get A clear picture of your dataset before you build anything on top of it , missing values, distribution anomalies, duplicate records, coding inconsistencies, and a written summary of what's usable and what needs fixing.

Good fit for Teams working with EHR exports, claims data, or survey instruments who need to know what they actually have before analysis or modeling begins.

Profiling report (data types, completeness, distributions, flagged issues)

Documented recommendations for cleaning steps

Clean dataset if remediation is in scope

Not included Downstream modeling or visualization unless added as a separate engagement.

Turnaround Depends on dataset size, typically 3–5 business days for datasets under 1M rows.