RegTech, short for regulatory technology, is software that helps banks and other regulated firms manage compliance, monitor risk, and report to regulators automatically, with each update reflecting the latest rules. It grew out of the 2008 financial crisis, when a wave of new regulation met a wave of cheaper computing power.
What was once experimental is now close to mandatory. Banks paid $19.3 billion in penalties in 2024, a record, and McKinsey counts roughly 1,000 firms now selling RegTech of some kind. For a compliance team, the question is which parts to use, and from whom.
Where did RegTech come from?
The 2008 crisis produced two things at once. Governments wrote more, and more complex, rules: the Dodd-Frank Act in the United States, the Basel III capital framework globally. At the same time, cloud computing, machine learning and cheap data storage became widely available.
That combination created the opening. Firms that had handled compliance largely by hand now had both a heavier burden and the tools to automate it.
The UK’s Financial Conduct Authority helped popularise the term “RegTech” around 2015, and the industry RegTech Association was founded in 2017. Within a few years the category moved from novelty to standard infrastructure at large institutions. Every large enforcement case since has made the business case for automation easier to sign off, and by the early 2020s RegTech had become a standard line in bank technology budgets. Regulators now expect firms to use these tools rather than treat them as optional.
What does RegTech actually do?
RegTech solutions fall into four broad areas. Most providers specialise in one, and large banks tend to buy several rather than a single end-to-end system.
| Category | What it covers | Example providers (2026) |
|---|---|---|
| Financial crime | AML, sanctions and PEP screening, transaction monitoring, fraud detection | ComplyAdvantage, Chainalysis, ThetaRay, Napier, Quantexa |
| Governance, risk and compliance (GRC) | Tracking regulatory change, mapping obligations to internal controls, regulatory reporting | CUBE, Corlytics, Ascent |
| Cyber and IT security | Evidencing security controls against frameworks such as NIS2 and SOC 2, continuous audit | Vanta, Drata |
| Financial risk and capital management | Asset-liability management, capital and liquidity reporting, stress testing | Largely served by incumbents such as Moody’s and S&P Global |
The financial-crime and cyber categories are the fastest-growing of the four, and specialist providers in those areas tend to outperform generalist, end-to-end vendors.
Within each category the use cases are specific. In governance, risk and compliance, tools scan regulations across jurisdictions, issuing bodies and languages, then map the resulting obligations to a firm’s own policies and controls.
Cyber and IT-security tools check a firm’s controls against new rules such as the EU’s NIS2 directive, which will apply to more than 150,000 companies. Financial-risk tools handle asset-liability management and the liquidity and capital reporting that frameworks like Basel III demand. In financial crime, the job is to screen customers and monitor transactions for money laundering and fraud.
How does RegTech work?
The mechanics are similar across the four categories. A RegTech tool pulls in data, from a bank’s own systems and from outside sources such as sanctions lists or corporate registries, applies rules and machine-learning models to flag what matters, and produces the monitoring alert or the report a regulator expects. The effect is to replace a periodic manual check with a continuous automated one.
The technologies underneath are the ones that became cheap after 2008: machine learning to spot patterns a fixed rule would miss, natural-language processing to read and map regulatory text, and cloud infrastructure so systems can update as fast as the rules change. In financial crime, AI-based transaction monitoring now runs alongside older rule-based methods to raise detection rates and cut false positives at once.
Two examples from McKinsey show the scale. A US bank whose legacy system met fewer than 75% of its regulatory obligations, and leaned on manual work and outside lawyers to fill the gap, automated the capture and mapping of regulatory change across jurisdictions and lifted its compliance rate above 95%. A Latin American bank that was blocking fewer than half of the fraud attempts it faced added a behavioural-biometrics tool, and its fraud detection passed 90% while false positives fell by 66%.
Who is building RegTech, and why the names keep changing
The RegTech landscape is hard to pin down because it consolidates fast. In December 2024, Visa acquired Featurespace, a Cambridge fraud-detection firm, for around $946 million. Any list of RegTech companies dates quickly, which is worth remembering when a page still names firms that have since been bought.
The independent field in 2026 clusters around financial crime and GRC. In financial crime, ComplyAdvantage, Chainalysis, ThetaRay, Napier and Quantexa are among the larger independent players. They specialise differently: ComplyAdvantage and Napier in anti-money-laundering data and screening, Chainalysis in tracing cryptocurrency, Quantexa in resolving scattered records into a single view of a customer, and ThetaRay in flagging anomalies a rules engine would miss.
In regulatory intelligence and GRC, CUBE and Corlytics have been consolidating the market themselves through acquisitions. In security and controls compliance, Vanta and Drata have grown quickly by automating audit evidence.
The direction matters more than any single name. Incumbents and payments networks are buying RegTech capability, while a layer of specialists keeps forming underneath them.
RegTech vs FinTech (and SupTech)
RegTech is often described as a branch of FinTech, and the two overlap, but the aim is different. FinTech builds products for customers: payments, lending, trading, banking apps. RegTech builds tools for the firms and regulators behind those products, to keep them compliant.
A third term often comes up. SupTech, or supervisory technology, is the same idea used inside the regulators themselves: the tools a supervisor uses to monitor the firms it oversees.
What is driving the RegTech market?
Four forces push the market along. Regulation keeps growing in volume and complexity, and firms operating across borders have to satisfy many regimes at once. Fines are large and public, which makes automation easier to justify. Regulators themselves increasingly expect firms to use these tools. And the shift to cloud infrastructure makes it simpler to update systems as rules change.
The specific rules doing the pushing are named and jurisdictional. In the United States, the Bank Secrecy Act and Dodd-Frank. In Europe, the anti-money-laundering directives, MiFID II, GDPR for data, and the NIS2 cyber directive, which will apply to more than 150,000 companies. Across all of them sits the Basel III capital framework. Each rule maps to a set of RegTech tools built to satisfy it.
The mix keeps shifting. As geopolitics reshapes sanctions and trade rules, and as newer regimes such as the EU’s AI Act and its incoming anti-money-laundering authority take effect, the compliance surface that RegTech has to cover keeps widening.
McKinsey expects the market to keep growing by up to 14% a year through 2028, with specialists in financial crime and cybersecurity outpacing the generalist vendors. The slice of a bank’s risk and compliance budget spent on technology, rather than headcount, is set to rise.
The benefits, and the limits
The benefits are straightforward. Automating compliance can cut costs by as much as half while improving accuracy, according to McKinsey, and it catches problems in close to real time rather than at a periodic review. It also scales across jurisdictions in a way manual teams cannot: a bank operating in a dozen countries can have one system flag a rule change across all of them, instead of re-checking each market by hand.
The limits are real too. RegTech runs on data, and its models fail on poor data, so a firm with fragmented or duplicated records has to fix that first. Integrating a new tool with legacy systems is slow and costly. And because each product is built around a specific rule, a change in regulation, or a period of deregulation, can make a solution partly redundant. That last risk isn’t theoretical: RegTech financing slowed during earlier US deregulation.
What should firms consider when choosing RegTech?
Because the market is fragmented, buying RegTech is rarely a single decision. McKinsey’s guidance to financial institutions is to expect to combine several specialist providers rather than force everything through one end-to-end platform, and to treat data quality as a prerequisite, since sophisticated models fail on poor data and cleaning up records has to come first.
The sales cycle is also long. RegTech products are sticky, because compliance is too important to switch lightly, and a bank may take up to two years to decide on one. That favours established providers, which is part of why incumbents and payments networks have been buying their way in instead of building from scratch.
Where is RegTech growing fastest?
RegTech is growing fastest outside its most established markets. Providers today serve clients mainly in North America and Europe, but McKinsey expects the Middle East and Africa to grow faster than either, because adoption there is still low.
The Gulf is building the ground for it. Abu Dhabi Global Market runs a regulatory sandbox, the RegLab, that lets firms test compliance technology under supervision, and Dubai’s DFSA opened a tokenisation sandbox in 2025 that drew 96 expressions of interest from firms across the UAE, UK, EU, Canada, Singapore and Hong Kong. The UAE spreads financial regulation across several bodies, the central bank, the securities regulator, the crypto regulator VARA, and the separate authorities in the ADGM and DIFC financial centres, and each has leaned into supervised innovation.
A dedicated RegTech framework in the UAE is still nascent, and many RegTech services fall outside existing licensing entirely, but the regulatory appetite is clearly there.
For a compliance team in the region, the tooling is arriving faster than the rulebook governing it, which creates its own problem to plan around.
FAQs
What is RegTech in simple terms?
RegTech is technology that automates regulatory compliance: software that helps regulated firms monitor risk, screen for financial crime, and report to regulators, updating itself as the rules change.
Is RegTech part of FinTech?
It is usually treated as a subset of FinTech, but it serves a different user. FinTech builds financial products for customers; RegTech builds compliance and reporting tools for the firms and regulators behind them.
What are examples of RegTech companies?
Independent providers in 2026 include ComplyAdvantage, Chainalysis, ThetaRay and Quantexa in financial crime, and CUBE and Corlytics in regulatory intelligence. The field consolidates quickly, so any list dates fast: Visa acquired the fraud specialist Featurespace in late 2024.
What is RegTech in banking?
Banks are the biggest users of RegTech. In banking it covers anti-money-laundering and sanctions screening, transaction monitoring, regulatory reporting, and capital and liquidity compliance under frameworks such as Basel III.
What is the difference between RegTech and SupTech?
RegTech is used by regulated firms to meet their obligations. SupTech, or supervisory technology, is the same kind of tooling used by the regulators themselves to monitor those firms.
Why is RegTech important?
Regulatory requirements and fines have grown sharply since 2008, with banks paying a record $19.3 billion in penalties in 2024. RegTech lets firms meet those obligations at a scale and cost that manual compliance cannot match.
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