Models trained on your payments data

The intelligence and risk layer for payments

Payments software that stops fraud, approves more payments, and grows your revenue; with simplicity and transparency.

How it works
Backed by Y Combinator

Works with Stripe, Checkout, Adyen, Airwallex, Shopify.

See what you're leaving on the table

Enter your monthly volume and approval rate. Get an instant estimate of the revenue you can recover. No call required.

Annual revenue recovery

$7.4M

Recover ⅔ of your auth gap

Moderate scenario includes $1.8M in chargeback savings.

We'll review your real numbers and show you where the revenue is leaking. No cost, no commitment.

Integrates with your existing payments processor via a simple plugin. No development work required. SOC 2 certified.

  • AICPA SOC
  • Stripe Verified Partner
  • Stripe App Marketplace
  • Y Combinator
  • Haven Ventures
  • Capital X

One platform

One platform for fraud, approvals, and analytics.

Fraud decisioning, approval optimization, and analytics work together. You don't have to choose between growth and safety.

Analytics Platform

See where revenue leaks, and where to win it back. Turn raw payments data into decisions that lift approvals.

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Risk Engine

Catch fraud in real time with models that learn new threats on their own. Without blocking real buyers.

Live scoring

Every transaction, in real time

Custom AI Models

Models trained on your business, your customers, and your payments stack. Not a generic industry average.

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The CORGI Model

A model trained on your data.
Not everyone else’s.

Higher approval and lower fraud, proven against a real holdout before you switch.

See the CORGI Model

How it works

Not a rules engine. Models that learn your business.

Five steps, always running. Every decision feeds the next.

  1. 1

    Ingest

    Connect your processors securely: Stripe, Shopify, and more.

  2. 2

    Learn

    Models train on your transaction history and patterns.

  3. 3

    Detect

    Spot fraud and revenue signals unique to your business.

  4. 4

    Act

    Approve, block, or route payments in real time.

  5. 5

    Improve

    Every result feeds back, so the models keep sharpening.

Why it matters

Most fraud tools block revenue. Most analytics tools ignore fraud.

You shouldn't have to choose between growth and safety. One system does both.

+3-12%
Approval uplift on good buyers
80%
Reduction in fraud losses
Days
Time to value, not new hires
Plug&Play
Works with your processors

Proven on real portfolios

Real results from real portfolios.

Every number is measured against a holdout period. It's what actually happened, not a projection.

$1.6M
Revenue recovered from false declines
$2.9M
Fraud prevented in a single year
$9.6M
Approvals unlocked across portfolios
59.5%
Fewer false declines on good buyers

Who it's for

Built for ecommerce and SaaS teams that process real volume

  • Ecommerce Brands

    Losing real buyers to false declines.

  • Payment Platforms

    Balancing fraud, chargebacks, and approvals.

  • Financial Institutions

    Need sharper fraud decisioning.

  • Global Businesses

    Selling across many markets.