Fraudsters work around the clock, and so should your risk team.
Meet Sammy, your AI-powered risk assistant—blocking and alerting on Stripe fraud in real-time, 24/7 in Slack.
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Investors
OUR USERS
Who we work with
Our users are merchants processing on Stripe who are ready to transform their risk operations. If you're experiencing real fraud challenges and want to improve your risk posture, we're here to help.
HIGH-VOLUME BUSINESSES
Scale Risk Operations
For companies processing $1M+ monthly volume, we help you automate fraud detection, reduce manual reviews by 80%, and scale risk operations without proportional headcount growth.
RISK & COMPLIANCE TEAMS
From Alert Fatigue to Action
We work with CROs, fraud managers, and risk analysts to prioritize real threats, reduce false positives, and make faster, more confident decisions with AI-powered insights.
PAYMENT OPERATIONS
Optimize for Growth
For teams handling disputes, chargebacks, and fraud patterns, we help you reduce losses while improving customer experience and maintaining compliance standards.
PLANS
Free & Premium Plans
Start with free real-time monitoring, then upgrade to AI-powered insights when you're ready.
Real-time Monitoring
Sammy continuously monitors your payment flows and sends instant notifications for important events.
Instant Alerts
Get immediate Slack notifications for declined payments, disputes, and payment intents.
AI-Powered Analysis
Advanced machine learning identifies fraud patterns and provides actionable recommendations.
Smart Automation
Automatically handle routine risk tasks while you focus on what matters most.
MEET THE TEAM
Founded by an all-star team.
Misha and Tahin met at Stripe, where they worked on high-scale risk and fraud systems — blending machine learning with distributed systems to protect billions in payments. Across roles at Stripe, Mercury, and Interac, they've spent over a decade building risk systems that turns real-world signals into actionable insight.
With deep experience across AI, engineering, and data science, they started Canonical Labs to solve a hard but common problem: how to catch fraud faster, scale ops without adding headcount, and bring clarity to messy signals. Their work helps financial institutions reduce losses, improve decision systems, and build automation.
Canonical partners with high-growth teams to tackle the problems that traditional vendors ignore — from reducing alert fatigue to unblocking approvals, accelerating market expansion, and bringing AI into production risk workflows.
