RECORD MATCHING AND COMPARISON · Workflow idea

Bring related information into one useful view.

When information is split across lists, a shared identifier can help reveal how records relate. Combine the sets, keep only new entries, or focus on records that already appear in both.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Two lists to compare
Produces
One organized result that reflects the chosen rule: combined records, new-only records, or matches already present in both lists.
Category
Research & strategy

01 / The starting point

A clear request.
A useful direction.

Separate record sets that need to be combined or compared using a matching rule

“Compare the lists using an agreed matching field and prepare the combined or filtered set the team needs.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps a team reconcile information from separate lists and focus on the records relevant to its next decision.

  1. Choose the two record sets

    Identify the lists that need to be brought together and confirm what each one represents.

  2. Select a field that can match records

    Use a shared identifier that distinguishes the same person, item, or event across both lists.

  3. Decide what the comparison should keep

    Choose whether the result should combine both sets, show only new items, or show existing matches.

  4. Review duplicates and unmatched entries

    Look for repeated identifiers, missing values, and records that could not be matched confidently.

  5. Prepare the result for its next use

    Keep the resulting records together in a form the team can review or continue working with.

03 / The result

Something useful.
Something to build on.

One organized result that reflects the chosen rule: combined records, new-only records, or matches already present in both lists.

AmbactiWorkflow folio · 5 steps

Compare and combine record lists

Research & strategy · Example outcome

The handoff

One organized result that reflects the chosen rule: combined records, new-only records, or matches already present in both lists.

Keep in mind

Matching depends on a reliable shared identifier. Check duplicate, blank, or inconsistently formatted values so unrelated records are not treated as the same person or item.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Identify the lists and their owners

Choose the two information sets and confirm they are appropriate to compare.

Agree on the matching field

Select the shared identifier and decide how differences in spacing, case, or formatting should be handled.

Choose the comparison outcome

Specify whether the team needs a combined list, new records only, or matches already known.

Review sample matches

Check examples of matching, non-matching, and duplicate values before using the result.

Put your next idea to work.

Start with your brief. Make the process your own.

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