Regulatory terms, technical concepts, and the recognition QuantChainAnalysis has earned along the way, from a global standard-setter's consultation to peer-reviewed academic publication. One reference, kept current as the platform and the record grow.
In 2026, QuantChainAnalysis submitted formal comments to the Financial Action Task Force's public consultation on the draft Implementation Guidance for Recommendation 16, the global standard governing Travel Rule compliance for cross-border payments and virtual asset transfers. Recommendation 16 is the single most consequential rule for how originator and beneficiary information moves alongside a payment, and FATF's implementation guidance determines how strictly and how uniformly virtual asset service providers around the world will be expected to apply it. QCA's submission drew on its operational experience building and running QARS in production rather than on theoretical policy analysis, and included a dedicated proposal addressing how pre-broadcast risk assessment can serve as an implementation model for the Travel Rule in virtual asset environments. FATF confirmed the submission would be shared with the project team developing the final Guidance, alongside input from public and private sector experts across the industry.
QCA's paper on the QARS pre-broadcast risk scoring methodology was accepted for B2C 2026 (Sensors & Transducers / IFSA), held in Las Palmas de Gran Canaria in October 2026. The paper sets out the methodology behind pre-broadcast risk scoring and the corpus-based evaluation approach used to test it, written for an interdisciplinary sensors, transducers, and applied technology audience rather than a purely regulatory one. Founder and CEO Praveen Giri is presenting the paper in the Oral session via live Zoom, taking questions in real time alongside attendees at the venue rather than submitting a static recording.
A second, separately reviewed paper, titled "Pre-Mempool Blockchain Transaction Compliance: Regulatory Convergence of MiCA, FATF Recommendation 16, and the GENIUS Act toward a Pre-Broadcast Blocking Mandate," was accepted for ICICPE 2026 as Paper ID 26. The paper argues that three regulatory regimes, the EU's MiCA, FATF's Recommendation 16, and the US GENIUS Act, are converging on the same underlying requirement, a pre-broadcast blocking capability, independently of one another and largely without cross-reference.
The full QARS methodology, including the thirteen-dimension risk framework and its Born-rule interference model, is described in a complete manuscript currently under peer review at Financial Innovation, a Springer journal. This is a longer, more technically complete treatment than either conference paper, covering the corpus construction, the statistical testing framework, and both the production linear model and the experimental interference model side by side. QCA reports its status accurately as under review, consistent with a standing internal policy against fabricating or overstating results, and will update this entry if and when that status changes.
QCA's core pre-mempool enforcement architecture, including the Born-rule quantum amplitude interference mechanism, is the subject of a German patent application filed with the Deutsches Patent- und Markenamt (DPMA) in April 2026, comprising 17 claims across 6 technical components. The filing establishes an April 2026 priority date, and both the European Patent Office and USPTO international pathways remain open should QCA choose to pursue broader territorial coverage. A related utility model application covering a narrower subset of the same architecture is also in prosecution.
QuantChainAnalysis was named a finalist for Innovator of the Year at the 2026 Finovate Awards, recognising the pre-mempool enforcement approach behind QARS v1.0 among the industry's shortlisted innovations for the year. Finovate is one of the longer-running fintech industry events, and its awards shortlist is judged by industry practitioners rather than academic reviewers, giving this recognition a different character from the B2C and ICICPE conference acceptances or the FATF consultation.
Following the launch of Revolut's EURR stablecoin on Ethereum and Polygon, QARS performed a genuine, live pre-broadcast screening of a Polygon wallet transacting in EURR. Not a simulation: a real transaction, screened before broadcast, correctly triggering FATF Recommendation 16 and MiCA Article 68 Travel Rule requirements the moment the transfer crossed the reporting threshold, with sanctions screening executed across five independent lists in the same pass. The analysis ran within days of the stablecoin's launch, before most compliance infrastructure providers had built any coverage for it at all.
QCA evaluates QARS against a corpus of thirteen independently attributed real-world exploit addresses spanning nine separate incidents, including Bybit, Harmony, Ronin, KelpDAO, WazirX, HTX, Stake.com, Poloniex, and CoinEx, rather than synthetic or simulated data. Every address in the corpus is independently attributed to a documented, publicly reported incident, not generated or assumed. On this corpus, the production pipeline correctly escalated 11 of 13 malicious addresses to a required verification or block gate before broadcast, a result reported alongside its statistical significance against a bare weighted-sum baseline rather than presented in isolation.
FATF Recommendation 16 requires virtual asset service providers to collect and share originator and beneficiary information for transfers above a reporting threshold, mirroring the wire transfer rules long applied in traditional finance. In practice, this means a sending VASP must obtain and pass along the name, account or wallet identifier, and often address information of both parties before or alongside the transfer itself, so the receiving VASP can screen it. Implementation guidance for how this applies specifically to virtual assets, including exactly when and how that information must travel, is still being finalised by FATF, which is the subject of the consultation QCA responded to above.
Article 68 of the EU's Markets in Crypto-Assets Regulation sets out the transfer-of-funds and information requirements for crypto-asset service providers operating in the EU, effectively extending Travel Rule obligations into MiCA's licensing framework for authorised CASPs. It works alongside the EU's Transfer of Funds Regulation, which is the direct EU transposition of FATF Recommendation 16, meaning a CASP operating under a MiCA licence has both frameworks applying to the same transfer simultaneously.
The US Treasury's Office of Foreign Assets Control maintains the Specially Designated Nationals and Blocked Persons List, identifying individuals, entities, and wallet addresses subject to US sanctions. A single hit against this list carries some of the most severe compliance consequences of any signal QCA screens for, since US sanctions exposure can trigger obligations well beyond the immediate transaction. QCA screens against OFAC alongside the UK FCDO, EU Consolidated, UN, and Swiss SECO sanctions lists on every analysis, rather than relying on any single jurisdiction's list in isolation.
One of QARS's thirteen risk dimensions, measuring a wallet's graph distance from known sanctioned or designated addresses across a multi-hop counterparty walk, rather than checking only for an exact address match against a sanctions list. A wallet that has never directly transacted with a sanctioned address can still sit one or two hops away in the transaction graph, which is exactly the kind of exposure a simple list-match check would miss entirely.
A structured compliance filing describing suspected money laundering or terrorist financing activity, typically submitted by a regulated entity to its national financial intelligence unit. QCA generates SAR and forensic report output designed to support downstream filing obligations, prepared in line with ISO/IEC 27037:2012 and ACPO evidentiary principles so the underlying analysis can hold up to later scrutiny by an investigator, auditor, or court, not just inform an internal compliance decision.
A running record of a wallet's transaction counterparties and each one's individual risk contribution, computed at the data layer and surfaced in QCA's compliance reports, so an investigator sees not just a wallet's score, but who it has actually been transacting with and why each of those relationships mattered to the final number. This turns a single composite risk score into an auditable trail rather than a black-box output.