← December 30, 2025 edition

cardamon

AI compliance monitoring for financial institutions

Cardamon Reads the Regulations So Compliance Officers Don't Have To

AIFintechComplianceRegTech

The Macro: Compliance Is Eating Finance Alive

Financial institutions spend an absurd amount of money on compliance. JPMorgan reportedly has over 50,000 people in compliance and technology risk roles. HSBC has spent billions on regulatory remediation. And it’s not just the big banks. Mid-tier fintechs, payment processors, and neobanks are all facing the same problem: regulations are multiplying faster than anyone can read them.

The root issue is volume. Post-2008 financial regulation didn’t simplify things. It added layers. Basel III, MiFID II, GDPR, PSD2, AML directives, KYC requirements, DORA. Each one comes with hundreds of pages of text, interpretive guidance, and local variations. A compliance officer at a European fintech might need to track regulations across 15 jurisdictions simultaneously, and each jurisdiction has its own regulator with its own interpretation of the same directive.

The traditional approach is consultants and lawyers. Big firms like Deloitte, PwC, and specialized compliance consultancies charge premium rates to interpret regulations and map them to internal processes. This works, but it’s slow and expensive. A typical regulatory mapping exercise takes weeks. By the time it’s done, new guidance may have already been published.

RegTech has been trying to solve this for years. Companies like ComplyAdvantage focus on AML screening. Chainalysis handles crypto compliance. Suade Labs and Ascent work on regulatory reporting. But most of these tools tackle a specific slice of the compliance stack. The “read the regulation and tell me what applies to my firm” problem has been surprisingly underserved, mostly because it requires genuine language understanding, not just keyword matching.

The Micro: Revolut Alumni Who Lived the Problem

Cardamon is an AI-powered platform that ingests relevant regulation, figures out what applies to each specific financial firm, and gets compliance officers from raw regulation to obligations to product requirements in minutes instead of weeks.

Areg Nzsdejan (CEO) and Dmytro Astakhov (CTO) are both Revolut veterans. Areg was a Product Owner at Revolut leading the Diversified Assets and Engagement teams, managing 14 engineers and launching ETFs, EU stocks, and bonds to millions of users. Before Revolut, he was a management consultant at Oliver Wyman, which is one of the top financial services consultancies. He studied Mechanical Engineering at Imperial College London. Dmytro was a Senior Software Engineer at Revolut, leading the development of ETFs and EU stocks.

The Revolut background is directly relevant here. Revolut operates across dozens of countries, each with its own regulatory framework. If you’ve ever worked at a fast-scaling fintech, you know the compliance bottleneck intimately. Every new market launch, every new product feature, every new asset class requires a fresh round of regulatory interpretation. Areg and Dmytro didn’t just observe this problem. They shipped products through it.

They came through Y Combinator’s Winter 2025 batch. The team is two people, based in the San Francisco Bay Area. Their YC partner is Aaron Epstein.

The product’s pitch is straightforward: point it at a regulation, and it tells you what your firm needs to do. Not a summary. Not a chatbot that regurgitates legal text. Actual obligation mapping tied to your specific firm type, jurisdiction, and product set. The tagline, “Launch. Expand. Stay Compliant,” tells you the use case they’re optimizing for: fintechs that want to move fast without tripping regulatory wires.

What I find compelling about the positioning is the focus on speed. Compliance teams at growing fintechs aren’t just worried about being correct. They’re worried about being slow. When a product team wants to launch in a new market and compliance says “give us six weeks to map the regulatory requirements,” that’s six weeks of lost revenue and competitive advantage. If Cardamon can compress that to days, the ROI calculation is obvious.

The Verdict

Cardamon is going after a market that spends freely and suffers constantly. Compliance is one of those functions where the pain is real, the budgets are large, and the existing solutions are either too narrow or too manual. Two people who built financial products inside one of Europe’s fastest-growing fintechs are well positioned to build for this audience.

The risk is that compliance is a trust-heavy domain. Financial institutions don’t adopt new tools on a whim, especially tools that touch regulatory interpretation. If Cardamon’s AI misreads a regulation and a firm acts on that interpretation, the consequences are serious. Building trust with compliance teams takes time, references, and probably an audit trail that proves the AI’s reasoning.

In 30 days, I want to see whether they’ve landed a paying pilot or if they’re still in proof-of-concept mode. Compliance buyers are slow, so even a signed LOI would be meaningful. In 60 days, how many jurisdictions can the platform handle, and how quickly can it onboard a new regulatory framework? That’s the scaling question. In 90 days, the competitive question sharpens. If Cardamon proves the model works, expect Chainalysis, Suade Labs, or one of the Big Four consultancies to respond. The moat has to be speed of execution and depth of regulatory coverage, because the AI itself won’t stay proprietary for long.