AMLTRIX, a new open-source initiative dedicated to tackling financial crime, has launched what it describes as the world’s first universal AML knowledge graph.
The company, founded to promote collaboration in the fight against illicit finance, aims to establish a shared framework for banks, regulators, FinTechs and law enforcement agencies worldwide, claims Finextra.
The launch comes as money laundering remains a persistent global problem. The United Nations estimates that the crime drains up to $2tn annually from the world economy, equivalent to around 5% of global GDP. Current efforts are often fragmented, with financial institutions working in isolation, leaving gaps that criminals can exploit. AMLTRIX’s new framework seeks to close those gaps by providing a structured, standardised approach.
AMLTRIX positions itself as a collective movement rather than a proprietary product, offering a platform that encourages intelligence sharing. Its aim is to transition financial crime prevention from fragmented, institution-by-institution methods to a model of unified defence.
At the heart of the launch is AMLTRIX’s open and free-to-access knowledge graph. The system currently maps out over 250 adversarial techniques, more than 1,950 defensive measures, and 2,500 risk indicators across the money laundering kill-chain. This dataset has been compiled through the analysis of more than 1,000 regulatory, investigative and typology sources.
The knowledge graph has been designed to standardise the AML investigation process and improve detection rates, particularly at a time when laundering schemes evolve rapidly. Its creators argue that it provides a “periodic table” of financial crime typologies that can be adopted across institutions and jurisdictions.
One of the initiative’s key features is its ability to make criminal typologies machine-readable, creating new opportunities for AI models to detect threats. AMLTRIX also provides an open platform for financial crime professionals to collaborate, refine strategies, and share best practices. The open-source nature of the project, its founders believe, will allow the framework to adapt quickly to emerging threats, especially in the age of cryptocurrencies.
The project has already drawn attention from major regulatory bodies. It has been showcased at the Central Bank of Ireland and the Bank for International Settlements (BIS), which see potential in harmonising financial crime terminology and improving AML/CFT practices globally.
AMLTRIX is inviting financial institutions, compliance officers, regulators, FIUs, data scientists and RegTech developers to contribute to its growing repository. Its phased approach allows organisations to adopt the framework gradually, integrating it into existing AML and risk systems without major disruption.
AMLTRIX co-founder Gabrielius Erikas Bilkštys said, “We are shifting the industry from isolated defence to collective intelligence. AMLTRIX is not another proprietary tool; it’s a foundational movement to create a smarter, more connected AML community. Instead of 100 banks individually trying to define and fight complex laundering, our framework provides one of its 56 core typologies that all of them can use as a common language to identify and report the threat.”
By applying principles proven in cybersecurity—where shared frameworks have been successful—AMLTRIX hopes to reduce scams, strengthen financial institutions, and leave criminals with fewer opportunities to move illicit funds.
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