London – October 29, 2026 -- Private equity firm Covalent Equity Partners has made a growth investment in AML Analytics (AMLA), a financial crime defense testing provider used by more than 50 supervisory authorities and over 1,450 financial institutions in nearly 60 countries. The announcement did not disclose the financial terms of the deal.
Capital targets engineering roadmap and global footprint
Covalent's capital and operational partnership will fund AMLA's engineering roadmap, introduce next-generation testing engines and expand the company's global footprint. Founder and Group CEO Justin Holder will continue to lead the business alongside the existing leadership team.
AMLA, founded in 2010, provides independent testing, validation and risk analytics for sanctions and AML/CFT controls. The company says it has independently evaluated thousands of financial crime systems and architectures, giving regulators and institutions empirical benchmarks to measure, tune and verify their AML systems.
Agentic finance widens the attack surface for illicit finance
AMLA argues that autonomous agentic finance and generative technologies are rapidly widening the attack surface for illicit finance. It says its reference datasets and independent benchmarks are essential to the integrity of the global market.
Covalent Co-Founder and Managing Partner Quinlan Fang said AI is expanding financial crime's surface area faster than the defenses built to contain it. He credited AMLA's 15+ years of independent fieldwork with producing a proprietary dataset and earning regulator and institutional trust.
Covalent bets on a data moat strengthened by AI
Co-Founder and Managing Partner John Woyton described AMLA as "a mission-critical platform with a strong data moat, made even stronger by AI." Covalent invests in data-rich, mission-critical technology companies. Its team has more than 45 years of combined investing and operating experience and more than $8 billion in cumulative transaction value. The firm is headquartered in Miami with a hub in San Francisco.
Holder said Covalent's sector and operational expertise will help AMLA bring its testing mission to more institutions and regulators worldwide. The company is targeting tier-one banks and regulators as it extends its proprietary data.
Four advisory firms handled the transaction
FT Partners acted as financial advisor and Mills & Reeve as legal counsel to AMLA. McGuireWoods served as legal counsel and Code & Co as technology and AI advisor to Covalent.