AML Transaction-Monitoring Economics: A Cost and Evidence Model
A practical model for measuring AML transaction-monitoring workload without confusing fewer alerts with better controls.
Clear analysis for finance and technology professionals, with transparent sourcing, original work, and human editorial accountability.
Read our editorial standardsOriginal visual research and source material included in CloudFintech analysis. How we build research
RegTech capability and evidence map
Payment orchestration value sensitivity
Open banking regulatory timeline
Synthetic data is solving AI's privacy paradox in finance. How banks and fintechs are using algorithmically generated data to train models without exposing real customers.
Standing up a neobank is easier than ever. Staying compliant once you have customers is where most of the operational risk sits, and choosing the wrong RegTech stack is where that risk becomes expensive.
Robo-advisers were just the start. Machine learning is now embedded in portfolio construction, tax optimisation, risk profiling, and research analysis. What it cannot do, though, is as instructive as what it can.
Every fintech that touches money has to answer three questions about its customers: who are you, what is your business, and are you laundering money? The answers determine whether the firm operates or gets shut down.
A technical guide to payment orchestration: routing, tokenisation, retries, reconciliation, cost modelling, and the build-versus-buy decision.
Neobanks grew fast by offering free accounts, but free is not the same as unprofitable. Here is how Monzo, Revolut, Starling, Chime and their peers actually generate revenue, and why turning a profit has taken longer than the hype suggested.
Central bank digital currencies are sovereign money in digital form. Here is how retail and wholesale CBDCs work, and where major projects stand.
BaaS promised to turn any software company into a bank. The infrastructure exists, but the Synapse collapse exposed exactly what happens when the middleware layer fails.
Moving money directly between bank accounts costs a fraction of what card networks charge merchants. The technology exists, the regulatory framework is in place, and the card networks are paying attention.
Buy now, pay later spread from Scandinavian fashion checkout buttons to a global consumer credit product worth hundreds of billions. The 'no interest, no credit check' pitch obscured a more complicated business model, one that regulators are now examining closely.
Banks held data about their customers but kept it to themselves. Open banking changed the deal: with your consent, that data can now flow to the services you actually want to use.
The EU's Markets in Crypto-Assets Regulation is the first major attempt to build a comprehensive legal framework for crypto across an entire economic bloc. What it covers, and what it doesn't, determines who can legally operate in Europe.
Embedded insurance is moving from travel sites to B2B software. Here's how the distribution economics work and where the margin really sits.
A reproducible model for neobank profitability across interchange, deposits, lending, subscriptions, acquisition, losses and operating cost.
A primary-source control benchmark for rogue-trading surveillance: what the Kerviel and Adoboli cases reveal, where analytics helps, and which decisions must remain human.
A corridor-by-corridor guide to stablecoin payments for treasury teams, using Bank of Italy cost evidence and a controlled pilot framework.
The latest complete datasets show a 2025 funding rebound with fewer deals, larger cheques, and concentration in digital assets and AI.
A practical guide to cloud-native core-banking migration patterns, the limits of public case studies, and the controls a bank should test before moving customer cohorts.
A function-by-function map of where AI is actually deployed across banking and finance in 2026, and why the durable value sits in the back office, not the demo-stage chatbot.
DORA has applied since January 2025. A year on, most firms have the policies, but the register of information and concentration-risk obligations are where the real exposure sits. Here is the 2026 operational playbook.
A sourced guide to B2B embedded-finance economics, regulated partner structures, Synapse lessons and a downloadable scenario model.
A practical evidence framework for faster credit decisions, alternative data, adverse-action explanations and model risk.
A bank decision framework that separates ledger speed from end-to-end cost, legal finality, liquidity, custody and compliance.
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