Visual Foundry Trust your CRM data — because everything depends on it
Continuous, rules-bound monitoring of your HubSpot records — duplicates caught, gaps filled, formats corrected, and every change logged.
Dirty data quietly erodes everything downstream.
Duplicates, missing fields, and inconsistent formats degrade segmentation, reporting, and automation. And the problem compounds — bad data grows faster than any team can fix it manually.
Duplicate records
Multiple entries for one contact split history, skew counts, and cause embarrassing double-outreach.
Missing fields
Gaps in key fields break segmentation, personalization, and automation rules.
Inconsistent formats
Mixed formats for names, phones, and job titles defeat automation and make reports unreliable.
Decayed data
Records go out of date silently — no one notices until it costs you a deal or a sender-reputation hit.
Six specialists. One coordinated pipeline.
You define the rules once. The agent scans, detects issues, proposes corrections, and applies approved fixes — with a complete change log every cycle.
Six specialists, from rule intake to hygiene reporter.
Each specialist owns one job and hands clean, sourced output to the next.
Rule Intake
Captures your data standards and quality rules as machine-checkable criteria before any scanning begins.
Auditor
Continuously reviews HubSpot records against those standards — nothing is assumed clean until checked.
Issue Finder
Flags duplicates, gaps, format errors, and decay with severity scores for prioritization.
Remediator
Suggests a specific correction for each issue with the justification behind it.
Updater
Applies approved corrections in HubSpot — strictly within the rules you agreed. Nothing outside scope.
Hygiene Reporter
Tracks data-quality score over time and logs every change — what was corrected, why, and which rule it satisfied.
What you receive — every cycle.
Each cycle of the agent produces a consistent, documented set of outputs.
- Continuously maintained, rule-compliant CRM data
- Approved corrections applied within your documented standards
- An exception log of issues requiring human judgment
- Data-quality score tracked and reported over time
- Data-hygiene dashboard in HubSpot
Clean data makes every other agent — segmentation, nurturing, reporting — more accurate and more trustworthy.
Three principles. By design.
Rules govern every action.
The agent changes data only within your documented standards. Never on its own initiative.
Every change is logged.
Each correction is recorded with what changed, why, and the rule it satisfied. The audit trail is complete.
Escalate the ambiguous.
Anything the rules don't clearly cover is flagged for a human rather than guessed at.
Start every cycle with data you can trust.
The Data Hygiene Agent keeps your CRM clean — so every other agent in the system works from accurate, reliable data.