One platform. The industries where AI can't afford to be wrong.

of prior-authorization denials (13%) and payment denials (18%) in Medicare Advantage met Medicare's coverage rules.¹

of 48.3 million in-network claims denied by ACA marketplace insurers in 2021 were appealed — and 41% of those appeals overturned the denial.²

a year is what U.S. hospitals are estimated to spend fighting denied claims.³

of physicians report prior authorization has caused a serious adverse event; practices spend 13 hours a week on these requests.⁴

Under CMS-0057-F, payers must give a specific reason for every denial starting in 2026, and run standardized prior-authorization APIs by this date.⁵

overbilled by two Medicare Advantage plans in 2020–2021; 81% and 73% of the sampled diagnosis codes lacked medical-record support.⁶

recovered by the U.S. Department of Justice under the False Claims Act in fiscal year 2024; about 58% ($1.67B) tied to healthcare.⁷

of global turnover: the EU AI Act's maximum fine for prohibited AI practices, in force since February 2025.⁸

Compliance date for standalone high-risk AI systems (Annex III), moved from August 2026 under the “Digital Omnibus” agreement (June 2026).⁹

In February 2024 a British Columbia tribunal held Air Canada liable for its chatbot's false information, and ordered it to pay damages, interest and fees.¹⁰

of essays by non-native English speakers were misclassified as AI-generated by detectors, on average (Stanford).¹¹

OpenAI shut down its own classifier in July 2023: it correctly flagged AI-written text only 26% of the time.¹²