Trust your Databricks pipelines from day one
Ensure every decision is built on reliable, validated data—without slowing your teams down. The Data Quality App from Aimpoint Digital makes it simple to verify, monitor, and enforce integrity across every workflow inside Databricks.
Whether you're focused on platform reliability, governance, or day-to-day engineering, our low-code app integrates natively into your environment—helping you build trust in every output.
Proactively safeguard data integrity in Databricks
Built to support modern data teams, the Data Quality App runs directly inside your Databricks workspace—bringing automation, transparency, and auditability to your pipeline validation process.
Forget brittle SQL scripts and ad hoc testing. Instead, enforce consistent validation logic at scale, tailored to your organization’s needs.
Simple native deployment
Deploy in minutes
Native to Databricks, the app installs quickly—no servers, agents, or third-party services. Start validating your data the same day.

Configure without code
Build quality checks using a visual interface. Analysts and engineers alike can apply rules without writing a single SQL line.
Start with 40+ built-in checks
Quickly cover common failure points: nulls, data types, uniqueness, and expected values—no setup required.
Customize for your business
Add domain-specific rules in SQL to ensure the data you deliver matches your team's unique definitions of “clean” and “complete.”
Your native validation layer for Databricks
Built for real-world demands
- Validate production workflows for mission-critical analytics
- Catch errors early before they reach dashboards and reports
- Standardize governance across distributed teams
- Replace fragile validation scripts with scalable, auditable logic
What Sets It Apart
Less incidents
Cut incident triage time by up to 70%
Shared visibility
Give technical and business users shared visibility
Time saved
Accelerate reliable decision-making across the business
Why Aimpoint Digital
Aimpoint Digital is a trusted partner behind enterprise-grade analytics on Databricks. As the 2024 Databricks Digital Native Partner of the Year, we help organizations operationalize trust in data at scale.
We don’t just build tools—we deliver outcomes.