TAO Trees

TAO Trees AI, an NSF-backed predictive analytics company, helps insurers detect fraud in auto claims with decisions they can explain, audit, and defend. TAO's TrueClaim platform uses proprietary decision-tree technology built for transparency from the ground up, making every fraud prediction immediately traceable to the factors that drove it.

Unlike black-box models that depend on secondary explanation layers such as SHAP or LLMs, TrueClaim makes explainability part of the model itself. Claims teams, investigators, and compliance functions can see exactly why a claim was flagged, creating a clear, audit-ready decision trail.

Purpose-built for auto insurance fraud detection, TrueClaim combines strong predictive performance with the transparency insurers need to investigate suspicious claims confidently, support regulatory and governance requirements, and reduce fraud losses. It integrates easily with Guidewire, Duck Creek, and other core insurance platforms. As a participant in the Databricks Built-on Partner Program, TrueClaim is built to operate on the Databricks Data Intelligence Platform, helping insurers deploy explainable fraud detection within their existing data environment.