Forward Future Tools Library
Swallow
Swallow helps insurance pricing teams build, test, and deploy rating engines through APIs, forms, chat, and voice agents.
Try Swallow →
swallow.app·Contact Sales
›What is Swallow?
Swallow is a pricing platform for insurance and financial products. Teams can turn documentation or spreadsheets into rating engines, test model changes, and deploy them through APIs, embedded forms, chat, or voice agents. It also supports searching US insurance filings and connecting pricing data to existing systems.
›What are the pros and cons of Swallow?
Strengths
Automated testing supports quick validation of model changes
Multiple deployment channels cover APIs, forms, chat, and voice interactions
Documentation and spreadsheet-based model creation can reduce developer involvement
Models and outputs are logged for visibility and auditability
Works with AI clients including ChatGPT, Claude, and Cursor
Trade-offs
The platform is focused on insurance and financial-product pricing rather than general logistics or business workflows
Using the service requires an online connection because all services are online
Voice and chat quoting add operational channels that teams must design, review, and maintain alongside the underlying rating model
›What are Swallow’s key features?
Builds rating rules and calculations from documentation or uploaded spreadsheets
Automates testing of pricing models and lets teams deploy approved changes
Publishes rating engines through APIs, embedded forms, chat agents, and voice agents
Supports conversational quoting, including data updates and change approvals
Searches US insurance filings and turns findings into rating engines
Integrates with tools including Stripe, GoCardless, Salesforce, Guidewire, Slack, and Google Sheets
›What are the best use cases for Swallow?
Create an insurance rating engine from existing documentation or spreadsheet models
Test and publish rate changes without waiting for a separate software release
Offer real-time quotes through an API, website form, chat conversation, or phone call
Search US insurance filings when developing or updating rating models
Connect pricing data with policy management, customer management, payment, and storage systems
›What is the pricing for Swallow?
Contact Sales
›Who is Swallow best for?
actuariesA fit for actuaries who need to create, test, visualize, and publish rating models.
insurance pricing teamsUseful for pricing teams managing frequent rate changes and multi-channel quote delivery.
product ownersProduct owners can use it to launch and adapt insurance pricing models without relying on lengthy IT release cycles.
developersDevelopers can connect rating engines to existing systems through APIs and supported integrations.
Not for
- Businesses looking for delivery scheduling, route optimization, or logistics tracking should use a logistics platform instead.
- Teams pricing products outside insurance or financial services may find the platform's domain focus too narrow.
