Chat AI
Conversational AI Agents for Quote Lifecycle
Automate every stage of the quoting process with AI chat. Answer questions, update data, and approve changes without leaving the conversation
Rating engines for modern insurers
Build, test and deploy insurance rates and rules fast
Real value for insurance companies using Swallow
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 WebbFounder & CEO, Rivr
Swallow’s platform allowed us to enter the UK market rapidly while keeping our pricing model flexible and adaptable to different tax and regulatory environments
Rishin PatelChief Product Officer, Open
Swallow works with your favourite AI Clients
Swallow works with platforms like 
Chat GPT, 
Claude & 
Cursor. Describe what you want, refine in your AI client, then review in Swallow to visualise, test and publish your model
Our MCP server:
See Swallow in action
Take your insurance model online in minutes
New feature
Search US insurance filings and turn them into rating engines
You can search filings instantly to analyse and deploy raters instantly
Multi-channel distribution with every Swallow project
Swallow powers AI voice and chat experiences that quote in real time, answer questions and guide decisions. You can also deploy models through APIs or forms to integrate with existing systems
Voice AI
Life like Voice AI Agents
Let customers request and receive quotes through natural voice calls. Provide instant answers, explain pricing, and guide them to the next step
API Integration
API for system integration
Plug Swallow into your existing tech stack. Use APIs to send and receive pricing data in real time, keeping every system in sync
Embedded forms
Customisable embedded forms
Add interactive pricing forms to your site or app. Tailor fields, logic, and outputs to fit your products and brand
Two ways to price
Commoditised at volume, or one risk at a time
The same engine settles millions of small policies with no one in the loop, and gives underwriters a price to work from on commercial and speciality risks
Commoditised, high volume
Personal lines and embedded cover- Inputs
- Structured, from forms and APIs
- Who decides
- The model's rules, with no one in the loop
- The price
- Final, and the same every time
- What's kept
- Every quote, with its inputs and model version
Commercial and speciality
Fleet, property, liability and speciality- Inputs
- Broker emails, schedules and loss runs
- Who decides
- An underwriter or broker, working in an AI client
- The price
- A technical price for the underwriter to work from
- What's kept
- Every quote and what-if, each with its full trace
Built for scale
Any line. Any market. Millions of quotes.
Swallow isn't tied to a line of business or a country. If you can rate it, you can build it in Swallow and serve it at comparison-site volume
3M+quotes a month for our biggest customer, priced live through Swallow's API
50M+quotes served, with millions more every month
Liveon price comparison websites, returning real-time prices at peak traffic
Personal lines
MotorHomePetTravelGadgetLife & health
Commercial lines
Commercial fleetPropertyLiabilityProfessional indemnityTradesmanSME packages
Speciality
CyberMarineAviationEventParametricEmbedded