Customer story · Data Quality & Enrichment

Validating a full contact base, repairing orphaned records, and handing the system back documented

A CRM full of duplicates, orphaned contacts and unvalidated emails was handed back clean and documented at the close of an embedded engagement. LeanScale validated the entire contact base, re-associated companyless contacts, ran manual and same-name dedupe passes, triaged stale open pipeline, and left an enablement guide behind.

ProofWhat happened on a real engagement.
Industrial & Energy TechnologySector
Growth-stageStage
6–12 monthsDuration
2Min read

Anonymized. The company is described by sector and stage only — no customer is named, and quotes are attributed by role.

#The challenge

The contact database had grown faster than anyone maintained it: unvalidated email addresses, contacts with no company association at all, blank company names, and duplicate clusters on both contacts and companies. With the engagement ending and the work moving in-house, the instance had to be left in a state a small internal team could actually run — clean, deduped, free of automation nobody understood, and documented well enough that nothing depended on institutional memory that was about to walk out.

#The approach

Validate every email, then re-enrich the failures

Ran the full contact base of roughly 16,000 records through an email-validation service — about 90 percent came back valid — and re-enriched the flagged addresses through a ten-provider enrichment waterfall, updating several hundred records rather than simply suppressing them.

Repair orphaned records

Auto-associated roughly 1,000 companyless contacts to companies, creating about 800 new company records and matching the remainder to existing ones, and backfilled blank company names so account-level reporting had something to roll up to.

Two dedupe passes, one manual

Worked a manual merge pass across roughly 1,500 records, then a same-name pass that merged roughly 150 of about 180 duplicate groups — the manual pass deliberately kept a human in the loop for the ambiguous merges.

Triage the pipeline before handing it over

Surfaced roughly 150 overdue open deals with per-owner triage lists so owners could close them out or re-date them before exit, rather than leaving the incoming team a forecast full of stale opportunities.

Retire what nobody uses

Ran a final hygiene audit retiring stale dashboards and workflows, so the inherited system carried no silent automation the internal team would later have to reverse-engineer.

Document the handoff properly

Produced a full offboarding enablement guide with screen-recorded walkthroughs so the in-house team could operate everything independently once the engagement ended.

#Outcomes

Full contact base validated

Roughly 16,000 contacts were validated, with about 90 percent returning valid and flagged addresses re-enriched through a ten-provider waterfall.

Orphaned contacts re-associated

Roughly 1,000 companyless contacts were associated to companies, creating about 800 new company records.

Duplicates merged in two passes

A manual pass covered roughly 1,500 records, and a same-name pass merged roughly 150 of about 180 duplicate groups.

Stale pipeline triaged before exit

Roughly 150 overdue open deals were surfaced with per-owner triage lists so owners could close or re-date them.

Documented, self-serve handoff

The engagement closed with a hygiene audit, retired dashboards and workflows, and an offboarding enablement guide with recorded walkthroughs so the in-house team could run the system without the consultancy.

In their words

What the customer said

“You guys have been awesome. So sad to see the lean scale team leaving but yeah, it's been fun for the past like year plus so.”
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