Qualytics: AI Governance software

Qualytics connects to a company's data sources and learns how the data behaves by identifying patterns, relationships and expected structures. ⁣​⁠‍‍​‌‌​⁠⁠‍⁠​‌‍​⁣Its AI infers and maintains data quality rules as the data changes, and business teams can refine those rules with context. Data is then evaluated continuously against those learned expectations, producing quality signals that indicate whether data is fit for purpose. The platform's quality signals can be applied as controls in analytics, applications, agents and AI workflows. Those controls determine whether a system should proceed, flag an issue or prevent an action, so the context behind a decision is checked before it is used. Copilots and agents can read these signals through MCP, API and real-time interfaces. Qualytics is designed for enterprises, and Qualytics' website describes use by business teams, data teams and AI systems on one shared foundation. Teams can investigate anomalies and define rules through a low-code interface, and AgentQ lets users govern data through natural language. Qualytics' website also lists a Recipes feature for entity resolution and data reconciliation, and a technology partnership with Databricks. Stated results on Qualytics' website include a claimed 20x ROI in year one, estimated 5x team efficiency for a global data quality programme, and 4x faster remediation. These are vendor-reported figures.