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Current company APERIO
Software Development · 29 employees · Founded 2017 · Boston, United States
Industrial AI doesn’t fail in the model, it fails in the data. Aperio solves this by providing the data trust layer for industrial AI, ensuring OT data can be trusted. Our product, DataWise, is the autonomous data quality system that makes historian, sensor, and process data ready for AI models and decisions that depend on it.
DataWise runs self-supervised machine learning across every channel in your historian, catching the anomalies that rules and thresholds miss, and it scores every tag, asset, and site with a Data Quality Index (DQI) so you know exactly what to trust. It verifies that the data landing in your cloud still matches the source, and when something is wrong, its AI agent traces the root cause and DataWise remediates it before it ever reaches an AI model, a report, or a decision.
DataWise runs at tier-1 operators such as Devon Energy, Covestro, Newmont Mining, and Enbridge. Our investors include Chevron, Devon Energy, National Grid Partners, EDP, Momenta, and Orion Resources. We are remote, with teams across the US and EMEA.