The Swallow Blog
Empowering businesses with innovative pricing operations solutions: product walkthroughs, customer stories and our thinking on AI, pricing and regulation.
From filing to rater: building pricing models from US rate filings
What sits inside a US rate filing, how to rebuild it as a working, tested rating model, where AI speeds things up and which gaps to expect.
Read the article →Swallow compared: enterprise pricing platforms, core system raters and AI newcomers
Where Swallow sits against established insurance pricing and rating platforms and newer AI-led options, on model format, testing, approvals, AI and distribution.
Building pricing models with Claude and ChatGPT: what works, what doesn't
A practical look at building insurance pricing models with Claude and ChatGPT over MCP: where AI clients help, where they trip up and how to keep people in charge.
AI in insurance pricing: closing the gap between rating guide and live model
Pricing design is rarely the bottleneck. Implementation is. How AI shortens the path from signed-off rating guide to a tested, live pricing model.
Fair value under Consumer Duty: the evidence your pricing should leave behind
What the FCA's Consumer Duty and pricing rules ask of insurance pricing teams, and the records that make fair value something you can show, not just claim.
When the customer is an AI agent: getting your pricing ready
AI assistants are starting to shop for insurance on people's behalf. Here's what your rating engine has to give them to quote your products properly.
How to connect the Swallow MCP server to Claude
Connect Claude to your Swallow pricing infrastructure using MCP to analyse models, inspect rating logic and interact with your tools using natural language