NLP/AI platform that evaluates validity and essentiality of Standard Essential Patents (SEPs) at scale for patent owners, licensees, litigators, litigation funders, courts and regulators. Reads and analyzes standards, patent texts and prior art to determine essentiality/infringement and prior‑art validity faster and more accurately.