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Swallow / Rivr

How Swallow helped Rivr accelerate model deployment and build insurer confidence

At Rivr, the mission is clear: build the best pricing models in insurance, faster. As an independent pricing house, they serve insurers and MGAs across the UK market, bringing actuarial rigour, agility and innovative thinking to every engagement.

But delivering modern pricing models at speed comes with its challenges. Documentation overhead, version control, audit readiness, model deployment — these are essential but time consuming parts of the workflow.

That’s where Swallow comes in.

Why Rivr partnered with Swallow

The Rivr team wanted a better way to manage their growing portfolio of models, a solution that would give clients transparency, speed up development cycles and reduce the burden of manual handovers. With Swallow, they saw an opportunity to:

  • Sharpen model governance without slowing down
  • Simplify collaboration with internal and external stakeholders
  • Deploy models quickly and securely into client environments

What we’ve achieved together

Swallow now powers Rivr’s entire model development process, from first prototype to production ready build. Together, we’ve:

  • Cut model onboarding time to hours, not weeks
  • Every new model lives in a structured, trackable workspace. No more disjointed handovers
  • Boosted client trust through transparency
  • Clients can review model documentation and behaviour directly through Swallow’s interface
  • Enabled fast, safe deployment
  • Models are deployed through a single click, with full version history and rollback capability
Swallow has enabled us to get to market in a fraction of the time it would’ve taken us and saved thousands in development costs
-Will Clarkson Webb, Founder & CEO, Rivr

A shared belief in better insurance

At the heart of this partnership is a shared belief that insurers deserve better tools, faster decisions and cleaner workflows. We’re proud to work with Rivr and excited to see what we build next.

Learn more about Rivr and Swallow