Fintech AI

Cybercriminals are systematically targeting registered investment advisers through credential theft, multifactor authentication fatigue attacks, and vendor breaches to steal client account numbers, Social Security numbers, and direct assets. Security professionals report these attacks are widespread across RIA networks.

AngelAi released a white paper on April 8, 2026, outlining a "human-first" approach to AI development in regulated fintech. Titled The Making of the Brillianeers, the document—authored by founder and CEO Pavan Agarwal—proposes organizing engineering teams around high-agency ownership models inspired by Toyota's just-in-time manufacturing. The framework emphasizes end-to-end project ownership, structured "support days" for real-world testing, and skills-based hiring divorced from educational pedigree. The strategy directly contrasts with the industry's prevailing "GPU-first" approach to AI development.