Ptally is an AI-enabled insurance pricing platform for insurers and MGAs. Pricing consultants build your rates, rules and calculations from existing rating guides, Excel models or US rate filings. Every change runs against a regression suite before you approve and deploy it. The same rating engine serves a real-time pricing API, embedded quote forms and conversational agents. Pricing teams can describe model changes in ChatGPT, Claude or Cursor through MCP, then review and publish them in Ptally. Ptally has served 50M+ quotes, with a median execution time of 38ms, across personal, commercial and specialty lines. No implementation fee: the Performance plan charges up to 1% of gross written premium with no upfront cost.