wam

Error reduction

Bad data leads to bad decisions. Our agents run continuous checks that merge duplicates, fill gaps, and flag anomalies, so your CRM and reporting tools always reflect reality. Your team stops cleaning spreadsheets and starts acting on them.

The problem

Duplicate CRM records, missing fields, stale contacts, inconsistent formatting. Bad data accumulates quietly until someone makes a decision based on numbers that aren't real. By then the damage is done.

Our approach

We start with a full audit of your CRM and connected systems, mapping duplicates, stale records, and formatting drift. Then we deploy a background agent that enforces your data standards on every write: normalizing fields, merging duplicate contacts using fuzzy matching, enriching sparse records from clearinghouse APIs, and surfacing anomalies to a Slack channel before they compound into reporting errors.

What changes

  • HubSpot
  • Salesforce
  • Google Sheets
  • Airtable
  • Continuous deduplication and merge across records
  • Automatic enrichment from third-party data sources
  • Real-time anomaly detection and alerting
  • Clean reporting you can actually trust

Where this applies

  • Leads going cold overnight

    A lead fills out your form at 11pm. Without automation, nobody sees it until morning, and by then they've moved on. Agents validate, enrich, score, and route every lead the moment it arrives.

  • CRM data you can't trust

    Duplicate records. Stale contacts. Missing fields. Your team makes decisions on bad data every day. Agents clean and enrich your CRM in the background, so nobody has to audit it by hand.

  • Problems you catch too late

    Pipeline dropped 20% this week and nobody flagged it until the Monday standup. Agents monitor the metrics that matter and surface issues the moment they appear.

Decisions are only as good as the data behind them. Make yours trustworthy.

It starts with a 30-minute call about one process. Most agents are live within two weeks, and you pay month to month.