Ringg cuts customer service costs by 90% with GPT-5.6, resolves 65% of calls via AI
What happened
印度客服平台 Ringg 接入了 OpenAI 的 GPT-5.6 系列模型，每月处理超过 700 万通电话，其中最多 65% 的请求由 AI 直接解决，客户满意度评分 4.8（满分 5）。他们的做法是把不同任务分给不同模型：实时通话用 GPT-4.1，通话后分析（摘要、情绪分类）用 GPT-5.6 Terra，模型评估和提示词优化用 GPT-5.6 ...
Coverage
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- OpenAI NewsRingg cuts customer service costs by 90% with GPT-5.6, resolves 65% of calls via AI
Ringg, an Indian customer service platform, uses OpenAI's GPT-5.6 family to power voice and chat agents. It handles over 7 million calls monthly, with AI resolving up to 65% of requests and a 4.8 CSAT score. The trick: route real-time conversations to GPT-4.1, post-call analysis to GPT-5.6 Terra, and evals to GPT-5.6 Sol. Moving to GPT-5.6 cut costs by 90% for some workloads. The post doesn't clarify whether the 65% resolution rate is fully automated or includes human handoffs, nor does it disclose specific latency numbers.