Interzoid work focuses on data quality, standardisation, enrichment, matching, and the exceptions that need a human to decide what a record should become. Strawberry can help review visible results, organise comparison checks, prepare remediation lists, and document the evidence around a data-quality decision.
Operations and data teams can separate a useful automated suggestion from a record change that still needs an accountable owner.
01
Treat a suggested match as a question worth checking.
A similarity result can point to a duplicate without proving that two records are the same entity. The review needs the original values, visible match evidence, potential downstream impact, and the rule a data owner will use to decide.
Strawberry can arrange those details into an exception queue instead of turning every close match into an automatic merge.
02
Make standardisation changes explainable to the next team.
A cleaner field is only useful if people know what changed and why.
A data-quality pass can compare raw and proposed values, identify formatting or classification differences, and record the source that supports the intended standard.
That creates an audit-friendly handoff for the person responsible for the master record.
03
Find the records that need remediation before reporting uses them.
Bad data often becomes visible only after it enters a dashboard, campaign, or customer process. Reviewing Interzoid results alongside the records they affect can identify incomplete enrichment, conflicting values, and outliers that should be held back.
The outcome is a precise remediation list, not an unexplained score.
04
Run the data-quality check before the monthly reporting cut-off.
A monthly exception pass suits data sets that feed recurring reporting because it leaves time for owners to resolve important discrepancies. It can prepare the records that need a source check, a merge decision, or a correction before the numbers are finalised.
Save the criteria as a Strawberry skill and schedule the check ahead of the reporting deadline, not on the day results are due.
Interzoid Strawberry