Data Integrity as an Agency Retainer Asset: Why Observability Compounds

Clients now buy AI and analytics outcomes, and every one of those outcomes inherits the quality of the data underneath it. Agencies that treat data quality as a billable, monitored layer (contracts at ingestion, cleansing at the master record, anomaly detection in production) convert rework into recurring revenue; agencies that treat it as cleanup absorb the cost themselves.