Enterprise data quality software + management framework

Do you want to solve data quality?

Perfect Data helps organizations identify, monitor, and improve data quality with a configurable rules engine, automation, and clear operational ownership.

Rules-based detection
Recurring schedules
Alerts & accountability
Quick Start
A simple path to operational data quality
Cloud or Enterprise
  1. Create rules
    Write queries that find "bad data" in your source systems.
  2. Schedule scans
    Run nightly, hourly, or every 15 minutes—your call.
  3. Notify the right owners
    Route alerts to the teams who can fix the underlying issues.

Operational control

Move from "we think the data is wrong" to measurable scans, error counts, and ownership.

Framework + software

A common language for roles and responsibilities, backed by automation that scales.

Fast time-to-value

Start with a few high-impact rules, then expand into a full rule library and monitoring program.

Products

Choose the right deployment model for your organization.

See how it works

Perfect Data Cloud

SMB

Designed for small to mid-sized businesses—simple onboarding with essential features.

  • Admin-managed users
  • Multiple teams & analysts
  • Get started quickly
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Cloud Enterprise

Enterprise

Built for larger orgs that are comfortable in the cloud, with the fullest feature set.

  • SSO (e.g., Entra) & group mgmt
  • Dozens of teams
  • Hundreds of users
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Premises Enterprise

On-prem

For organizations requiring on-prem deployment while maintaining enterprise-scale operations.

  • Private environment
  • Full control
  • Enterprise governance
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Solutions

Perfect Data is both a rules engine and an operating model for sustained improvement.

Software
Create rules, scan data, monitor outcomes, alert owners.
Framework
Roles, accountability, common language across teams.
Consulting
Implementation support, rule design, operational rollout.
Rule Library
Recommended rules by scenario, industry, and regulation.

Industries

Perfect Data supports regulated, complex, and high-stakes reporting environments.

Ready to operationalize data quality?

We'll help you define your first monitoring rules, establish ownership, and build momentum across teams.