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I am a Python programmer tasked with creating a rating engine to integrate with an Insurance Agency CRM. Would you happen to have any ideas on where to go to build such a tool?
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Is this real life or a school project? If it's real life you should probably start by meeting with the actuaries who currently own the rating methodology and work to convert the models they use today.
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Step one is tell your project manager that you need some budget to bring an actuary onto the project
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Probably cheaper to get a competitive rater like insurequote. But if you HAVE to do it yourself:
- start with a rate manual: you can get these on SERFF.
- create all rating tables as pandas data frame
- using whatever way you prefer, join your book with each rating table on the appropriate attribute.
- multiply all the tables together

It is a lot, and I mean a LOT more complicated than that, but that’s the main idea.
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This exists already. We call it a multirater. Likely much easier and cheaper to buy the service than to build and maintain it yourself
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