Built by people who lived the compliance gap.
Riftbeacon started from a specific frustration: digital banks growing fast, compliance teams stretched thin, and AML software designed for institutions that run wire transfers and have 40-year-old program infrastructure.
The gap was obvious. No one was closing it.
Before starting Riftbeacon, Priya spent six years as a BSA/AML advisor at Veritas Compliance Partners, a boutique firm serving early-stage fintechs navigating their first bank exams. The pattern was consistent: a neobank would reach 200,000 accounts, get their first FinCEN inquiry, and discover their off-the-shelf AML tools were generating false-positive rates above 90%.
The existing vendor options were either enterprise platforms with 12-month implementation timelines and six-figure consulting fees — or lightweight rule sets clearly designed for community banks with 1970s transaction patterns. Nothing was built for ACH push payments, card-linked accounts, and P2P rails at scale.
Riftbeacon's first product was an audit of false-positive sources in a neobank's existing AML configuration, delivered as a standalone engagement. That audit became the foundation for the rule library and ML scoring approach that now powers the platform.
"The tools that exist were built for the compliance team at a mid-size bank, not a 10-person fintech growing 3x year over year. That's the gap Riftbeacon closes."
Three convictions that shaped the platform
Explainability is not optional
A BSA officer who cannot explain an ML alert to a regulator is in a worse position than a BSA officer who never filed. Every Riftbeacon alert comes with a plain-language rationale. "Your model said 94" is not compliance — it's a liability.
Implementation time is compliance risk
A 9-month implementation timeline means 9 months of exposure. Digital banks don't have that runway. Riftbeacon's REST API and pre-configured rule library get most clients from signed contract to live monitoring in 4-6 weeks.
Pricing transparency builds trust
AML vendors that refuse to publish prices signal that their pricing doesn't survive comparison. We publish ours. A compliance officer evaluating their first AML vendor doesn't have time for a 3-month RFP process.
Make BSA/AML compliance operable for the next generation of banking.
The Bank Secrecy Act was written in 1970. FinCEN's SAR filing framework was built for institutions that process wire transfers through correspondent banking chains. The banks that launched in the last five years — the ones processing payments through Stripe, Column, and Modern Treasury — are doing compliance with tools that weren't designed for them.
We're not trying to replace every legacy AML platform. We're serving the segment that's underserved: growing digital banks, payments fintechs with BSA exposure, and crypto VASPs navigating FinCEN and FATF obligations. Teams that are too sophisticated for generic solutions but too nimble for enterprise integrations.
See who's building Riftbeacon
Meet the team behind the platform, or reach out directly to start a pilot conversation.