The supply of new accountants in the United States fell by a third in five years, with first-time CPA exam candidates dropping from 48,004 in 2016 to 32,188 in 2021 according to The CPA Journal . Gartner expects finance headcount growth to slow from 6% in 2025 to 2% in 2026 while 88% of CFOs rank staff productivity among their top three priorities. The workload has not shrunk to match, with the median month-end close still taking 6.4 calendar days in APQC benchmarks and much of the reconciliation still done in spreadsheets exported from expensive ERP systems.

Hyphenate , the New York autonomous finance platform formerly known as Maximor, has raised a $45 million Series A led by Nexus Venture Partners with participation from B Capital and existing investors Foundation Capital, BoldCap and Gaia Ventures to put AI agents on that workload, bringing total funding to $54 million.…