USD 206 billion.

That’s an approximate annual cost financial institutions spend on AML/KYC compliance, according to a survey by the Bank Policy Institute.

What drives this figure?

The obvious answer is financial crime risk. But in practice, a large part of that cost is driven by expectations: regulatory, and increasingly, from counterparties.

That raises a fair question: how effective are the tools driving that spend?

The same survey suggests that some screening systems produce false positives at rates above 95%, which inevitbly leads to another question.

What if there’s a different approach?

A different starting point

Earlier this year, Australia’s regulator, AUSTRAC, released a set of “starter kits” for small, low-complexity businesses.

The regulator explicitly acknowledged that customer screening can be performed using open sources, including internet search engines, provided the process is structured, documented, and defensible.

Not as a fallback, but as a legitimate compliance approach.

What this actually means

In anticipation of the fifth-round mutual evaluation, Australia is aligning with a simple reality: outcomes matter more than form.

FATF is less concerned with whether a small business has a perfectly drafted policy, and more with whether it is actually performing due diligence in practice.

AUSTRAC’s approach focuses on:

  • what you did

  • what you found

  • how you documented it

rather than which screening provider you used.

Why now

Timing here is not accidental.

With over 80,000 newly regulated small businesses expected to be compliance-ready by mid-2026, AUSTRAC faced a practical constraint.

Many of these firms cannot afford, or effectively operate, sophisticated screening systems.

The alternative with formal compliance without real implementation was not viable.

So the regulator lowered the barrier to entry, without lowering the expectation of results.

Why this matters beyond Australia

Across much of Asia-Pacific, there is a persistent gap between:

  • what regulation requires

  • and what smaller businesses can realistically implement

The result is a familiar pattern:

  • large institutions with sophisticated controls

  • smaller players with formal obligations, but limited execution

An outcomes-based approach, supported by structured open-source screening, offers a potential way to close that gap.

The role of AI

What makes this approach viable today is the information environment.

With modern tools:

  • information can be aggregated across multiple sources

  • language barriers are reduced

  • connections between entities are easier to identify

  • results can be summarised and documented efficiently

For larger institutions, it is more likely to complement existing systems rather than replace them, but for a smaller firm, this can be a great start.

For example, OpenSanctions aggregates more than 320 data sources into a single dataset. OpenScreening combines sanctions data, beneficial ownership information, and PEP records form the ICIJ Offshore Leaks database. AI can also run structured adverse media searches and more, all fit for an audit-ready report for future reference.

The trade-offs are real

Open-source screening introduces challenges:

  • inconsistent data quality

  • risk of missing real-time updates

  • potential for incorrect attribution

  • reliance on individual judgment

AUSTRAC’s response is procedural.

Firms are expected to:

  • define their search approach

  • document their process

  • record results

  • escalate uncertainty

A simpler tool requires a stronger process.

Closing thought

There is a practical question sitting behind all of this.

Not whether open-source screening is perfect. We all know it is not.

But whether a well-documented, consistently applied process using accessible tools is more effective than a sophisticated system that is poorly understood or inconsistently used.

AUSTRAC’s approach suggests that credibility in compliance comes less from the tool itself, and more from the reasoning and evidence behind its use.

If FATF accepts that logic, it may reshape how smaller institutions approach compliance and not just in Australia, but more broadly around the world.

How soon will other jurisdictions shall follow if FATF approves of such an approach?

Let me know your thoughts alexey [at] atyurin.com

Thanks for reading,

Alexey

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