IndiaFinance and insurance2025 – ongoingCashfree Payments
Generative AI for customer support emails
Cashfree Payments resolved support tickets 70% faster with generative AI
Problem
Customer support emails could take a full working day to answer. Cashfree's self-hosted language model produced frequent hallucinations, prompting the team to restart its approach.
Approach
Cashfree moved its generative AI applications to Amazon Bedrock with help from AWS specialists. It selected Mistral for email generation and ran its applications in the Mumbai Region to meet India's payment-data requirements.
Results
Takeaway
Cashfree changed its model setup after reviewing unreliable responses, then reported shorter ticket resolution times.
Categories
- Industry
- Finance and insurance
- Business function
- Customer service
- Innovation type
- Process innovation
- AI technology
- Generative AI
- Adoption
- Off-the-shelf tool or platform
- Evidence
- Vendor case study
Sources
Source summaries
AWS described Cashfree's replacement of a self-hosted language model with models on Amazon Bedrock. A Cashfree data scientist reported 70% faster support ticket resolution. The page carries no date; the Internet Archive first saved it on November 18, 2025.
Full details are in the original sources.