Generate
AI predictions with perfect attribution, provenance, and lineage.
Howso generates inferences, synthetic data, and digital watermarks with full auditability. Operate data workflows 76% faster, mitigate risk, and cultivate more insight.
Leverage the power of Generative AI without risk.
Inference with Attribution
Make inferences that directly cite the decision-influencing data. Know why your outputs were generated, how much confidence you can place in them based on your data, and ensure more accountability.
Synthetic Data Generation
Create “twin” data from original data with the same utility and statistical properties. Increase privacy and reduce governance risk.
Embedded Watermarks
Place watermarks within datasets to track your data, understand its origin, and maintain its value. Identify your data’s provenance even after it has left your organization with Howso’s anti-data laundering (ADL™).
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Selected Use Cases
Explainable Predictions
Provide full clarity into how a prediction was made with perfect attribution. See the records and features that were most influential in the prediction, most similar to the prediction, and counterfactuals. Predictions are derived directly from the data, mitigating the problems of traditional approaches like SHAP, which are approximations of approximations.
Remediation of Data
Remove privacy concerns, reduce bias, correct errors, and fill in missing elements in any structured dataset for a wide variety of use cases to mitigate risk, adhere to regulations, and improve cross-border collaboration.
Watermark Structured Data
Identify the provenance and lineage of data even if it’s been sampled or tampered with.