DATA CAPTURING & CLEANING
Reliable reporting starts with reliable data.
Scattered records, duplicate entries and inconsistent formats make everyday work harder. Our data capturing and cleaning service helps turn business information into a structured dataset that your team can use with greater confidence.
Discuss your requirementsCapture information consistently
We help define the fields, formats and validation rules needed for your records. An agreed capture process makes it easier to collect information consistently rather than fixing the same issues in every reporting cycle.
Find and resolve quality issues
Depending on your data and scope, cleaning can include identifying duplicates, standardising dates and categories, checking required fields and flagging records that need a business decision. Missing facts are flagged for confirmation, not invented.
Keep a record of what changed
Cleaning needs context. A repeated customer name is not always a duplicate, and a blank field may have a valid explanation. We agree on the rules with your team and document the important changes and exceptions.
Common questions
Will every duplicate be deleted?
No. Potential duplicates need agreed matching rules and, where necessary, review by the business. Records should not be removed solely because one field matches.
What should we prepare before the first discussion?
Describe where the records come from, how often they change and the problems you see. A field list or anonymised example is usually more useful initially than emailing a full sensitive dataset.