# Data Quality Sense

> Salesforce-native data quality and AI readiness platform by Tucario

## Product

Data Quality Sense (DQS) measures Salesforce data quality across 6 capabilities: completeness, consistency, timeliness, uniqueness, validity, and PII detection. It runs 100% inside Salesforce with no data export required. Organizations use DQS to prepare their data for Agentforce and AI initiatives.

## Key Features

- Data Quality Score: Automated scoring across 6 capabilities
- PII Detection: Find sensitive data in text fields with 8 detection patterns
- Definition Builder: No-code quality rule creation
- Insight Studio: Analytics and trend dashboards
- Mentor Panel: Contextual recommendations inside the app
- Run or Schedule: On-demand or automated quality scans
- 100% Salesforce-native: No data leaves your org

## Agentforce Data Readiness

DQS prepares Salesforce data for Agentforce. AI agents are only as reliable as the records they retrieve: incomplete data produces vague responses, inconsistent values produce contradictory answers, and PII in text fields creates compliance exposure. DQS measures all of this before agents go live.

- [Agentforce Preparation Guide](https://dataqualitysense.com/resources/ai-readiness/agentforce-preparation/): Step-by-step data preparation for Agentforce
- [Agentforce Data Readiness Checklist](https://dataqualitysense.com/resources/ai-readiness/agentforce-data-readiness-checklist/): Checklist to validate data before agents go live
- [Why Agentforce Agents Give Wrong Answers](https://dataqualitysense.com/resources/ai-readiness/why-agentforce-agents-fail/): How data quality issues cause unreliable agent responses
- [Agentforce and PII Compliance](https://dataqualitysense.com/resources/ai-readiness/agentforce-pii-compliance/): Managing sensitive data exposure with Agentforce
- [Salesforce Data Cleanup for Agentforce](https://dataqualitysense.com/resources/ai-readiness/salesforce-data-cleanup-for-agentforce/): Cleaning Salesforce records ahead of AI initiatives
- [Agentforce Data Quality FAQ](https://dataqualitysense.com/resources/ai-readiness/agentforce-data-quality-faq/): Common questions on data quality for Agentforce

## Key Pages

- [Homepage](https://dataqualitysense.com/): Product overview and positioning
- [Knowledge Base](https://dataqualitysense.com/resources/): Guides, tutorials, and reference articles
- [Quick Start Guide](https://dataqualitysense.com/resources/getting-started/quick-start-guide/): From zero to first data quality insights in 10 minutes
- [Getting Started](https://dataqualitysense.com/resources/getting-started/introduction/): Introduction to Data Quality Sense
- [Data Quality Basics](https://dataqualitysense.com/resources/data-quality/what-is-data-quality/): What data quality means and why it matters
- [Data Quality in Salesforce](https://dataqualitysense.com/resources/salesforce/data-quality-in-salesforce/): Measuring and improving quality inside Salesforce
- [PII Detection](https://dataqualitysense.com/resources/ai-readiness/pii-detection/): Finding sensitive data in Salesforce text fields
- [AI Readiness Assessment](https://dataqualitysense.com/ai-readiness/): Free assessment of your Salesforce data readiness

## Full Content

- [Full Knowledge Base (llms-full.txt)](https://dataqualitysense.com/llms-full.txt): Complete content of every article in one file
- Every article is also available as clean Markdown by appending `.md` to its URL (e.g. https://dataqualitysense.com/resources/getting-started/quick-start-guide.md)

## Company

Data Quality Sense is built by Tucario, founded by Artur Kolasa and Michal Bajdek. Tucario builds Salesforce-native productivity tools.

- [Tucario Website](https://tucario.com): Company site
- [Tucario on LinkedIn](https://www.linkedin.com/company/tucario/): Company updates
- [GitHub](https://github.com/tucario/): Tucario repositories