CRM hygiene and dedupe

Every CRM decays a little every day. Duplicate accounts pile up as the same company comes in through three forms, contacts leave and their records go stale, fields get entered five different ways, and formatting drifts until reporting quietly stops being trustworthy. The cleanup is nobody's favorite job and everybody's problem, so it happens in rare, painful sprints where a RevOps person exports to a spreadsheet, eyeballs thousands of rows, and merges records by hand, hoping not to destroy the wrong one. Between those sprints the reps lose faith in the data, the forecast inherits the mess, and duplicate outreach makes the company look careless to the very prospects it is chasing. It is high-stakes, repetitive work that is easy to put off and expensive to get wrong.

You describe what clean looks like for your team, and Ceven builds a workflow that scans Salesforce or HubSpot for duplicates, stale records, and malformed fields on a schedule. It matches likely duplicates across fuzzy variations of company and contact names, uses Clearbit and ZoomInfo to confirm and complete records rather than guess, and normalizes titles, formats, and picklist values into the shape your team agreed on. It compiles what it finds into a clear review, a Google Sheet or a summary in Slack, grouping the confident fixes separately from the judgment calls. AI steps do the matching and the normalization, while the records stay in the CRM that owns them, because Ceven runs the hygiene workflow around your system rather than becoming a competing copy. What you get is a proposed cleanup you can actually review, not a black-box script loose in your database.

Merging and overwriting records is destructive, so it passes an approval gate before anything changes. Ceven drafts every proposed merge, field fix, and deletion and holds them for a RevOps owner, who can approve the confident batch in one pass and inspect the ambiguous matches one by one. Only once a person signs off does the workflow write the change back to Salesforce or HubSpot, so a wrong merge never silently collapses two real accounts into one. The CRM stays the system of record throughout, because Ceven proposes the cleanup around it rather than taking the record over. Every merge and edit is written to an exportable audit trail, so if a change ever needs to be understood or questioned, there is a full record of what was combined and who approved it.

You can start free with no credit card. Connect your CRM and your enrichment sources, describe your hygiene rules, and Ceven builds the workflow across its library of more than a thousand tools. Run it on a schedule so cleanup becomes a steady, reviewed trickle instead of a dreaded quarterly sprint, with every change still passing the same approval gate. As a platform, Ceven pairs this with enrichment and verification upstream and with data-entry elimination elsewhere, so the records stay clean at the source rather than being repaired after the fact.