Explainable
tax intelligence.
Every tax determination traced from product to code — a transparent graph of attributes, factors, and logic that a human can audit and defend across every jurisdiction.

A tax code without a reason is a liability.
Catalogs span tens of thousands of SKUs and dozens of jurisdictions, each with shifting rules. Black-box classification creates exposure no one can defend in an audit. Tax teams need determinations they can trace, review, and stand behind.
Classify, explain, govern.
TaxGraph turns each product into a defensible determination — every code backed by the attributes and factors that produced it, with humans in the loop on ambiguity.
- Product classification at scale
- Tax attribute graph per SKU
- Confidence scoring on every call
- Determination graph: product → code
- Attribute ontology behind each factor
- Human review routed on ambiguity
- Versioned policy (US-MASTER-2026.1)
- Disagreement & drift detection
- Engine targets: Avalara, Vertex
A 48,210-SKU catalog stays 82.4% review-ready across 45 jurisdictions — with every determination explainable and exposure trending down.
A graph of context, governed end to end.
TaxGraph builds its attribute & determination graph with Fabric, then makes every decision explainable, reviewed, and audited with Fidelity.
Every product runs on the same foundation.
Tax decisions you can defend.
Classify your catalog with confidence — every code traceable to the attributes and factors that produced it.