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Turn complexity into clarity—from underwriting to investing.

Backed by

PrecursorRipplestandupsequoia

Use Case: For Lenders

Engage with the right accounts at the right time.

Search feature

EARLY DEFAULT IDENTIFICATION

Get perfect clarity

By enriching your loan tape with additional data, we identify your riskiest accounts early.

Profile example

AUTOMATED OMNICHANNEL ENGAGEMENT

Run campaigns on autopilot

Our platform engages with your customers automatically, across multiple channels.

Action dashboard

DIVERSE ESCALATION OPTIONS

Leverage proven strategies

Our algorithm dynamically updates engagement strategy to increase payment rates.

PRICING

Pricing that grows with your team size.

Startup

Perfect for early-stage companies looking to get ahead.

  • Weekly loan tape enrichment
  • Basic risk analysis
  • Ranked customer outreach based on delinquency predictions

Enterprise

For companies ready to scale their debt servicing before defaults happen.

  • Everything in Startup, plus...
  • Advanced AI automated payments outreach
  • Custom risk models with optimized payment plans for riskier customers
  • Priority support

MEET THE TEAM

Founded by an all-star team.

Canonical Labs was founded by the best in Risk, Data, and Engineering.

Misha and Tahin met at Stripe, where they discovered a shared passion for solving complex risk challenges in fintech. With experience at Stripe, Mercury, and Interac, they've built risk systems from the ground up, reducing losses while preserving user-friendly experiences for over a decade.

Driven by their mission to help fintechs make smarter risk decisions, they founded Canonical Labs, a pre-collection debt recovery platform for financial institutions. Canonical Labs helps lenders recover more from delinquent loans before they hit collections charge-offs, reducing losses and improving efficiency. Misha and Tahin are focused on creating practical solutions that empower financial institutions to manage risk more effectively.

InteracMercuryStripe

GET STARTED

Ready to dive in?
Start today.

Get started with smarter risk decisions for your lending business.

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