Rules built on everyone’s data
Generic tools learn from everyone’s data, not yours.
Fraud and false declines
Approve more good customers. Block more fraud.
The CORGI Model is trained on your own transactions, so it fixes both at once.
Stripe Verified Partner
The problem
Generic fraud tools cost you good customers
The cost of a blocked good customer never shows up on a dashboard.
Lost sales you never see
Good customers get turned away, and it never shows up in a report.
Rules tuned by hand
Every change is a guess until the damage shows up.
What you get
A model built on your own data
Custom per-merchant models, checked against a real holdout period, with the counterfactual lift reported.
A model trained on your data
Custom per-merchant models, not generic rules shared across every merchant.
- Trained on your own transaction history
- Approves more good payments
- Blocks more fraud
Backtest before you commit
We replay your own history to show what we would have caught against what actually happened.
- Uses your own past transactions
- Approvals and fraud side by side
- No live traffic touched
Proven against a real holdout
Results are checked against a real holdout period, and we report the counterfactual lift.
- Real holdout period
- Counterfactual lift reported
- Your numbers, not an industry average
Pricing tied to results
No fixed platform fee. Pricing includes a share of the revenue lift.
- No fixed platform fee
- Share of the revenue lift
- Full details on the pricing page
How it works
From your data to live decisions
We prove the lift on your own history before the model touches a live payment.
- 1
Connect Stripe
Connect your Stripe account and historical transactions.
- 2
Backtest
We train a model on your history and show what it would have caught.
- 3
Shadow test
The model runs alongside your current tools without touching live traffic.
- 4
Go live
The model starts making live approve and block decisions.
$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
Built to meet the highest security and regulatory standards. Enterprise-grade compliance, verified.
- PCI DSS
- SOC 2
- GDPR
- ISO 27001
Get started
Get your free diagnostic
Tell us about your payments. We’ll show you what a model trained on your data would change.
Solutions