Your embedded
risk team.
Fraud detection, dispute automation, and a full risk stack on autopilot.
Work with our operators.
Radar rule systems, live fraud investigations, and automated dispute workflows. Built and run by an all ex-Stripe team.
Self-serve tooling.
Device intelligence, automated dispute responses, and Radar optimization. Deployed in minutes from fraud cases we've already seen.
Operator expertise,
production results.
We build automated risk rules, investigate fraud attacks at machine speed, and turn data into deployable controls. From device signals to dispute workflows, we handle the full stack.
- Rules engineering
- Attack investigation
- Dispute automation
- Signal integration
- Collectors Friendly fraud & INAD disputes
- Hospitality Card testing & no-show chargebacks
- AI & SaaS Subscription abuse & API fraud
- Transportation Stolen cards & fleet fraud
- Precious Metals High-value theft & resale fraud
- Pharma Controlled substance velocity attacks
- Digital Goods Account takeover & refund abuse
- Marketplaces Seller fraud & payment splitting
- Financial Services Synthetic identity & money laundering
- E-commerce CNP fraud & promo abuse
Read our
case studies.
- Fraud Prevention
Fraud in Precious Metals Is Rising Faster Than You Think
As gold prices surge and retail participation grows, precious metals have become one of the most attractive targets for organized fraud. Here is why default fraud tooling is not enough.
ReadTahin MonzoorCo-Founder / CTO - Fraud Prevention
Scaling Fraud Defenses for a Marketplace on Stripe
Learn how Canonical helped a marketplace on Stripe scale their fraud defenses.
ReadTahin MonzoorCo-Founder / CTO
Self-serve tools,
built from real fraud operations.
Shield
Drop-in Stripe.js replacement that enriches every PaymentIntent with device, network, and session signals — data Radar rules cannot otherwise see.
- 01 One-line frontend integration
- 02 15KB, no backend changes
- 03 AI-powered rule recommendations
Chargeback AI
Reason-code-aware rebuttal letters generated from your Stripe data — submission-ready evidence packages that turn chargebacks into recovered revenue.
- 01 Runs inside Claude Code with Stripe MCP
- 02 Per-network rebuttal templates
- 03 Evidence audit with win-condition analysis
Checkout
Drop-in for Stripe Hosted Checkout with full Shield signal capture so Radar rules see device, network and session data without frontend work.
- 01 Drop-in for Stripe Hosted Checkout
- 02 Full Shield signal capture
- 03 No frontend work required