About Clean on Paper
A field guide to how money laundering works, written for people who want to understand it, not do it.
What this site is
Clean on Paper explains the mechanics of money laundering: the three stages, the techniques from cash structuring to crypto mixers, the landmark cases, and the detection machinery that catches some of it. It is written for students, journalists, true-crime readers, and new compliance staff, with no finance background assumed.
Every technique page follows the same arc: what it is, how it works, why it works, the red flags, a real case, and how it gets caught. That last section is the point. This is a guide to the plumbing and the plumbers’ inspectors, not a manual.
Who writes it
Clean on Paper is authored and published by Alykhan Virani, an independent publisher based in British Columbia, Canada, who is named as author of every page and is responsible for what is published. The text is drafted with AI assistance; how AI is used is set out below. BC is not an accident of address: the “Vancouver Model,” the Cullen Commission, and Canada’s distinctive AML gaps get unusual depth here because they are local subject matter.
The author’s qualifications
Alykhan Virani holds no professional credentials in this field. The author is not a certified anti-money laundering specialist, lawyer, accountant, former regulator, investigator or bank compliance officer, and has no formal accreditation in financial crime. This is an independent publishing project, not the work of an industry expert.
That is why the site leans on its sources instead of on anyone’s authority. Every claim is tied to a dated primary record you can open yourself: a regulator release, a court filing or an official report. Where the record is unclear, a page says so, and time-sensitive legal facts carry an “as of” date. If you need an authoritative answer on a legal or compliance question, check the cited source or ask a qualified professional.
How the site is funded
Clean on Paper currently carries no advertising, sponsorship, paywall or affiliate links, and it takes no outside funding. It is run and paid for by its publisher. Nobody pays for coverage, and no company named on the site has any say in what it says about them. If advertising is ever added, this page and the privacy policy will be updated before it goes live, and ads will be clearly separate from the articles.
Editorial and sourcing policy
- Primary sources first. Claims cite enforcement records, court filings, regulator publications (FinCEN, FINTRAC, FATF, OFAC, AUSTRAC), official inquiries, and established investigative outlets (ICIJ, OCCRP). Every content page lists its sources, dated, at the bottom.
- No fabrication, ever. No invented statistics, outcomes, dates, or quotes. Claims that cannot be verified are either omitted or visibly marked as under review with a date.
- Dated legal statuses. Sanctions, convictions, appeals, and rule effective dates change. Any page stating one carries an “as of” line, and those notes are reviewed quarterly.
- Educational, never operational. Nothing here goes beyond what is already in public enforcement records. Descriptions are framed as what investigators look for, not what evaders should do.
How AI is used on this site
This site is made with AI. Pages are drafted by Claude, an AI assistant from Anthropic, working under the direction of Alykhan Virani, who is the named author and publisher. Here is what that means in practice.
- What the AI does. It researches each topic, reads the primary sources, drafts the page and its title, description and structured data, and runs the accuracy checks below. News items are drafted and published by an automated AI workflow that looks for new enforcement actions, reads the original release, and publishes only after the checks pass.
- What it does not do. There are no AI-generated images or photographs. Diagrams and social-card images are drawn by code from page data and titles. There are no invented authors, personas, or credentials: the author of record is a real person, named above.
- How accuracy is checked. Each claim is checked against a primary source opened while the page was made: a regulator release, a court filing, or an official report. Claims that could not be verified are omitted or marked with a dated status note. Government websites sometimes block automated readers, so a page may rest on a secondary source for one detail; where that matters it says so. If you find a page that should say so and does not, please tell us. The site build also fails on broken links and malformed data.
- What has not happened. No lawyer, compliance professional, or other independent expert has reviewed these pages, and the site is not legal, financial, or compliance advice. We have not measured an error rate, so treat every page as a well-sourced explainer to check against its cited sources, not as an authority.
- Who is accountable. Alykhan Virani publishes the site and answers for it. Report errors to contact@cleanonpaper.com; fixes are listed on the corrections and changelog page.
Corrections
If something here is wrong, the fastest way to fix it is to say so: contact@cleanonpaper.com. Corrections that change a page’s substance update the page’s visible “last updated” date; material errors are noted on the page itself and listed on the corrections and changelog page.
Contact
contact@cleanonpaper.com: corrections, source suggestions, and media queries welcome. This site has no accounts, no comments, and no newsletter.
Support and independence
Clean on Paper currently runs no advertising and accepts no sponsorship from compliance vendors, law firms, or exchanges. If advertising is ever enabled, the privacy policy will say so plainly first.