Data Quality Sense - 2026 Pricing, Features, Reviews & Alternatives

Data Quality Sense for Salesforce is a native data quality assessment and monitoring platform that measures, analyzes, and improves the integrity of Salesforce data and evaluates organizational readiness for AI implementations such as Agentforce. The software operates entirely within the Salesforce ecosystem and targets data architects, data stewards, technology leaders, and administrators involved in AI driven customer relationship management initiatives. The solution addresses the challenge of sustaining data quality standards across Salesforce instances by employing systematic measurement frameworks that detect data integrity issues before they affect AI performance or business operations.

The platform evaluates data quality across six distinct dimensions using a comprehensive scoring framework ranging from zero to one hundred and delivers both overall data quality ratings and AI readiness assessments. It provides more than fifty specific metrics covering completeness, validity, consistency, freshness, duplication rates and personally identifiable information exposure across standard and custom Salesforce objects. The application offers more than twenty pre configured capabilities that can be toggled per object, including automated detection of sensitive information through pattern recognition and machine learning algorithms, duplicate record identification, completeness analysis and data freshness monitoring. A no code visual rule builder with support for SOQL filters enables the creation of custom quality definitions that are versionable and auditable. Per field breakdowns highlight fields with issues, affected record lists exportable in comma separated value format identify records requiring attention, and impact based recommendations guide remediation priorities.

Data Quality Sense supports both on demand and scheduled execution on daily, weekly or monthly schedules and includes configurable alert notifications when quality thresholds are breached. The dashboard interface features drill down capabilities, trend tracking over time to monitor improvement and shareable reports designed for stakeholder communication. Integration with Salesforce reporting and dashboard infrastructure allows quality metrics and trend data to be incorporated into existing governance workflows and executive reporting structures.

The solution is built as a fully native Salesforce application with no external dependencies, eliminating the need for data export or third party API connections. All data processing, analysis and storage occur within the customer organization to maintain compliance with data residency and security requirements. Installation through the Salesforce AppExchange delivers initial assessment results within minutes of deployment without coding expertise or extensive configuration. This architecture simplifies governance and ensures that data quality management remains within the secure boundaries of the Salesforce environment.