Directory/Canonical Labs
Canonical Labs

Canonical Labs

San Francisco, CA
Automation
Compliance
Data and analytics
Revenue optimization
Marketplaces
Languages
  • English

Canonical Labs is a Stripe-native risk consultancy built by ex-Stripe engineers. We specialize in Radar optimization, fraud monitoring, and implementing end-to-end risk controls for high-growth merchants

Why Choose Canonical Labs?

Deep Stripe Risk Expertise: Founded by former Stripe risk engineers, Canonical brings firsthand experience in how Radar evaluates transactions and how to tune it for performance.

Tailored Fraud Strategies: We design risk frameworks tuned to your business model—whether you’re a marketplace, digital goods platform, or fintech scaling globally.

Outcome-Focused: Our audits and rule tuning lift approval rates, cut chargebacks, and reduce manual reviews—improving both security and conversion.

Continuous Monitoring: Beyond one-time audits, we offer ongoing rule performance tracking and fraud pattern analysis to ensure protection scales with growth.

Advisory Services

• Radar audit and rule optimization packages

• Risk model review and fraud pattern analysis

• End-to-end risk system design for Stripe-native stacks

Products

Risk Enrichment SDK. Adds device, IP, and behavioral signals directly into Radar for richer fraud detection without changing your checkout.

Get Started

To strengthen your Stripe risk defenses with Canonical Labs:

• Book a consultation at hello@gocanonical.com

Ready to connect with Canonical Labs?