Data Quality Sense

Highlights

• EIGHT QUALITY DIMENSIONS Completeness, Validity, Uniqueness, Timeliness, Consistency, AI Readiness, PII Detection and Language Quality — scored on any standard or custom object, from an org-wide number down to a single field.
• BUILT FOR AGENTFORCE An agent is only as reliable as the records behind it. DQS scores AI Readiness alongside the classic dimensions, so you know what your data will do to your agent before your customers find out.
• AUTOMATIC PII DETECTION Finds credit card numbers, emails, phone numbers and other sensitive patterns sitting in fields that were never meant to hold them. Know your exposure before an audit, a Shield review or a data request does.
• ZERO-CODE SETUP A guided wizard configures scans in minutes: pick the object, pick the fields, pick the dimensions. No Apex, no Flow, no formula fields, no deployment. Your admin ships the first scan the day you install.
• SCHEDULED SCANS ON A BATCH ENGINE Run on demand or on a daily, weekly or monthly schedule. Built on Apex batch with governor limit management, so millions of records are scanned without your admins babysitting the job.
• INSIGHT STUDIO DASHBOARDS Quality scores, field-level health, trend lines, attention queues and side-by-side comparisons. Drill from an org-wide score to the exact records failing a rule, in one path, with no report building.
• FIX IT WHERE YOU FOUND IT Export violations to CSV, create Tasks for the record owner or post to Chatter — directly from the results screen. Findings turn into assigned work instead of another dashboard nobody actions.
• 100% NATIVE — NOTHING LEAVES YOUR ORG No external callouts, no middleware, no data sent anywhere for processing. Scores and results are stored in custom objects inside the managed package namespace, in your org, under your controls.
• ENTERPRISE SECURITY MODEL Full CRUD and FLS enforcement, dedicated DQS Admin and DQS User permission sets, and a package that passed the AppExchange security review. Compatible with Salesforce Shield, Person Accounts and multi-currency orgs.