Swallow is a platform designed for insurers to build, test, and deploy insurance rates and rules. It addresses the need for rapid and accurate creation of rating engines, allowing insurance companies to bring products to market faster and adapt pricing models to different regulatory environments. The platform emphasizes automation and flexibility, supporting instant testing and one-click deployment of changes, which can reduce development time and costs.
Swallow enables users to construct every rate, rule, and calculation directly from documentation, ensuring accuracy and consistency. Automated testing capabilities allow for immediate validation of models, and changes can be deployed without delay. The platform supports multi-channel distribution, making it possible to serve millions of quotes through various interfaces, including APIs, embedded forms, chat agents, and AI voice agents. Swallow also offers a feature to search US insurance filings and convert them into rating engines, streamlining the process of analyzing and deploying raters.
Integration with AI clients such as ChatGPT, Claude, and Cursor is supported, allowing users to describe, refine, and review insurance models within their preferred AI environments before visualizing, testing, and publishing them in Swallow. The platform’s MCP server and Excel upload functionality further enhance its flexibility for model management. Swallow powers AI-driven conversational and voice agents that can automate the entire quoting process, answer questions, update data, and approve changes in real time.
For system integration, Swallow provides APIs to send and receive pricing data, ensuring synchronization across different systems. Customizable embedded forms can be added to websites or apps, with tailored fields and logic to match specific insurance products. The platform offers a range of integrations with third-party tools, including Stripe, GoCardless, Adyen for payment processing, Zapier for app integrations, Slack and Hubspot for real-time updates, Socotra and Salesforce for policy and customer management, Google Sheets for policy data tracking, and Amazon S3 for storage. Swallow is developed by Llow Group Ltd, a company incorporated in the United Kingdom.
Swallow sits in PulseGate's Finance & accounting category. It focuses on enabling insurers to quickly build, test, and deploy complex rating models without manual processes. Swallow is a B2B product aimed at insurance companies and actuaries. Pricing is paid. The product ships for the web and API.
Behind Swallow is Swallow, and the product first shipped in 2026. The project is developed in the open on GitHub with 1 commits in the last 90 days. Among its 5 catalogued features are insurance rating engine, automated testing, and API deployment. It exposes integrations via an MCP server and a public API.
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