Scale or speed? Compliance teams no longer have to choose

For years, buying compliance technology meant accepting a compromise. Legacy vendors gave you global scale, but their systems could take weeks to update critical data. Newer, cloud-native vendors were quick, but they often lacked the reach and resilience a large institution needs.

That trade-off has gone. At ComplyAdvantage, we have taken a full-stack approach to compliance technology, one that gives customers both the speed and the scale they need to fight financial crime.

Regulatory scrutiny is rising everywhere, and it is forcing institutions to adapt quickly. In the United States, the Corporate Transparency Act (CTA) has created new and complex requirements for beneficial-ownership data. Across Asia-Pacific, regulators are enforcing the Financial Action Task Force’s (FATF) Travel Rule for digital assets, changing how firms handle crypto transactions. In Europe, the new Anti-Money Laundering Authority (AMLA) is beginning to centralize supervision across the bloc. Each change brings new workflows, data types, and risk models, and none of them is optional. Yet many legacy platforms still cannot make a simple schema change in under a year. In this environment that is not an inconvenience, it is a liability.

The technology is not standing still either. Cryptocurrencies, decentralized finance, and other new instruments are reshaping the risk picture, and many legacy systems were never built with them in mind. Compliance teams are left with a poor choice: keep tools that feel safe but cannot adapt, or gamble on newer ones that may not yet inspire confidence.

Our answer rests on three things: how fast we adopt new technology, how intelligently we scale, and how we earn trust.

1. Speed of adoption

We move quickly by design, taking on new technology fast while keeping our operational discipline. Take our adverse media screening. Working with Google, we now process 8 million adverse media articles a day through an LLM classification pipeline. Running Gemini in production has let us widen coverage to 34 risk subcategories while roughly doubling classification accuracy against our previous system.

The Google partnership gives us dedicated resources and access to Gemini, which is well suited to pulling structured meaning from images and text at lower cost. The same instinct runs through how we build. Giving our engineers tools such as Google CodeAssist has doubled our commit velocity over the past six months. We are also testing where LLMs and agentic systems can help analysts spot emerging threats and surface risk faster.

2. Intelligent scale

For an enterprise compliance team, scale is not about how big the vendor is. It is about screening and monitoring millions of customers without drowning your analysts. This is where the old model breaks.

Our platform processes 3.5 billion Kafka messages a day. That puts us among the five largest Kafka deployments in Europe. Many newer tools still lean on simple rules and second-hand data feeds. At low volumes that looks manageable, but as onboarding and screening grow, false positives grow faster. You are then left choosing between hiring more analysts and slowing your growth, and neither is a good option.

We solve this with a full-stack approach. We do not just license data, we source, curate and structure it in our own knowledge graph. That graph now holds 23 million entities and 39 million risks, and it infers around 20,000 new facts and relationships an hour. To stop all that scale from adding noise, we run 28 separate models for data mining and entity resolution. Together they power MeshFlow.

3. Maturity and trust

We do not treat innovation as an excuse to relax on trust. Security sits at the core of our systems, shown in our SOC 2 Type II and ISO 27001 certifications, our GDPR compliance and our fully encrypted data flows. Speed counts for nothing without it.

It is why our ingestion pipeline picks up a sanctions change in under a minute and makes it available for screening within hours, not days or weeks. Customers get certainty and an always-on service. The same thinking shapes our infrastructure. A multi-cloud setup across Google Cloud and AWS lets us move into new regions quickly while meeting strict local data-residency rules in markets such as Canada, Singapore and Australia.

So while the industry struggles to keep up, a new standard has settled into place. By putting a modern stack alongside a deep grasp of compliance, we give customers both: the agility to keep innovating and the resilience to run at global scale. Our scale is tied to theirs. The more they grow, the more we grow with them. In a field where slow means exposed, you no longer have to choose.