Use Case Library
Use CaseNewOperationsFinancial Services / Insurance

Scale Insurance Book £15M to £300M with 3-Engineer AI Team

Description

Insurance technology companies use AI to enable tiny engineering teams to achieve the data processing capacity needed to scale Gross Written Premiums dramatically — without proportional headcount growth.

Benefits & ROI

Carbon Underwriting (Lloyd's syndicate) built its Graphene platform on BigQuery/Google Cloud. Gemini automates claim categorisation (months→days). 3 engineers scaled GWP from £15M to £300M in 5 years.

Technology & data

BigQuery; Google Cloud; Gemini; claims categorisation; underwriting data; lean team architecture.

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