Match course-provider records to the right staff

What this means for your practice

Agree a controlled matching process and exception queue. Similar names are not enough to justify automatically attaching a training record to a person.

What to ask before you choose

Use sample data with similar names, an unfamiliar course code and an unusual date format. The reviewer should see why uncertain rows were held. The import should save time on straightforward matches while making exceptions manageable, without using a plausible-looking name as sufficient proof.

Plan a manageable route for uncertain matches

Agree what information the organisation uses to identify a staff member and how it relates to the course provider's file. Names can be entered differently or shared by more than one person. The supplier should explain which matches can be made confidently under your agreed rules and which need an authorised review.

Use a sample file with straightforward entries, a similar name, a date written differently and a course the register does not recognise. The reviewer should see why an item was held and what information is needed to resolve it. Avoid silently filling gaps with a plausible value. Check what happens when a corrected file is supplied later, so accepted records are not added again or overwritten unexpectedly. Keep the original source and the reason for a correction available to the authorised team. A useful import reduces routine entry while leaving exceptions understandable; it does not make every row appear successful by guessing the intended person or result.

How to check the result

Measure unresolved import exceptions and corrected identity matches.