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ChinaFinance and insurance2026 – ongoing

Waterdrop Inc.

AI voice service, claims and underwriting tools on the Waterdrop Shou model

Waterdrop's CEO said its voice assistant answered in 1.5 seconds on average and its claims AI predicted timeliness at over 90% accuracy

WorkingCompany's own claim

Problem

Waterdrop sells insurance online and handles customer calls, claims explanations and underwriting at volume.

Approach

The company built AI tools on its own large model, Waterdrop Shou. They included the Baoxiao Hui voice customer-service assistant, the Bang Bang claims AI and the KEYI.AI underwriting tool. In a letter of 24 February 2026, CEO Shen Peng said the company aimed to move from using AI tools to being an AI-native company. The letter gave no launch dates and no underwriting figure.

Results

1.5 secondsaverage voice response time of the Baoxiao Hui assistant, per the CEO letterCompany's own claim[1]
above 90%accuracy of claims timeliness prediction, per the CEO letterCompany's own claim[1]
more than 10,000 times a yearclaim conclusions explained to users by Bang Bang, per the CEO letterCompany's own claim[1]

Takeaway

All figures came from the CEO's own letter, and the underwriting tool was credited with better efficiency but no number.

Categories

Innovation type
Process innovation
Evidence
Company's own claim

Sources

Source summaries

[1]Tiger Brokers (republished letter)24 Feb 2026

Republishes CEO Shen Peng's letter of 24 February 2026. It names the Baoxiao Hui voice assistant, the Bang Bang claims AI and KEYI.AI underwriting, all on the Waterdrop Shou model. It gives a 1.5-second voice response, claims timeliness prediction accuracy above 90% and over 10,000 claim explanations a year.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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