Qualytics, founded in 2020 and headquartered at Atlanta Tech Village, is an AI-augmented data quality platform that pairs machine learning with human governance to validate data before it enters workflows. The approach marks a shift from reactive data quality management to proactive prevention - a distinction with material consequences in fields such as financial reporting, healthcare operations, and AI model integrity, where flawed data carries outsized risk.
The platform's core capability is its machine-learning engine, which infers more than 95% of data quality rules automatically, learning how each dataset behaves and adapting as data evolves. Business and data teams then collaborate to codify what "good" data looks like and steer governance policies. This blend of automated inference and human oversight is designed to surface problems upstream rather than after downstream damage occurs.
Qualytics secured $10 million in Series A funding, signalling investor confidence in the proactive-data-quality thesis. The company operates on a fully remote model, drawing talent beyond its Atlanta base.
