Clay 如何利用 LangSmith 调试、评估和监控每月 3 亿次代理运行
📄 中文摘要
Clay 是一个为市场推广团队提供创意工具的平台,帮助他们构建、丰富和激活公司和个人的列表。销售团队利用 Clay 进行目标账户的挖掘,借助 AI 驱动的研究来评估潜在客户,撰写个性化的外联邮件,并通过 CRM 路由机会。Clay 的客户涵盖多个行业,利用其强大的功能来提升销售效率和市场策略。通过与 LangSmith 的集成,Clay 能够有效地调试、评估和监控每月高达 3 亿次的代理运行,确保系统的稳定性和性能。该平台的成功在于其对数据的深度分析和实时反馈机制。
📄 English Summary
How Clay uses LangSmith to debug, evaluate, and monitor 300 million agents runs per month
Clay is a creative platform designed for go-to-market teams to build, enrich, and activate lists of companies and individuals. Sales teams leverage Clay to source target accounts, qualify leads through AI-powered research, draft personalized outreach, and route opportunities via their CRM. The platform serves a diverse range of customers across various industries, enhancing sales efficiency and marketing strategies. By integrating with LangSmith, Clay effectively debugs, evaluates, and monitors up to 300 million agent runs per month, ensuring system stability and performance. The success of the platform lies in its deep data analysis and real-time feedback mechanisms.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等