A clear scope before you commit.
A full engagement combines customer evidence, practical deliverables and an expert readout.
Proposed deliverables
- One agreed entity domain and a bounded source extract
- Field-level profiling against agreed business rules
- Duplicate candidates and exception workbook
- Prioritized cleansing scope and owner review
- Management readout with sample limitations and next steps
What we discuss first
The entity type, approximate record volume, file format, key fields, business use and any data residency requirements. We agree the scope and secure transfer method before receiving your data.
We confirm deliverables, customer responsibilities, timing and price in a written quote. Work starts after scope and commercial terms are agreed.
Do not send raw customer records through a general contact form. Uploads and customer workspaces are not enabled in this development preview.