Halluminate raises $30M for finance AI training

Halluminate raised a $30 million Series A, bringing total capital to $38.5 million, to build benchmarks and reinforcement-learning environments for financial knowledge work. In the company’s funding announcement, Halluminate says it reached a mid-eight-figure revenue run rate while remaining profitable and built environments with four of the five leading closed-source U.S. AI labs. Teams evaluating agent vendors should treat the round as evidence that realistic post-training infrastructure is becoming a budget line, then demand reproducible task scores rather than accepting benchmark theater; the archive’s agent-evaluation analysis tracks that measurement problem.