火山引擎全面开放PromptPilot，数据产品能力上新

Core Insights - The article discusses the upgrades of Volcano Engine's PromptPilot and Data Agent, which enhance AI applications and data management for enterprises. Group 1: PromptPilot Upgrade - PromptPilot has been upgraded to support prompt optimization for any model, including public cloud models, private models, and custom-trained models [2][3] - The tool utilizes natural language interaction to understand user needs, extract evaluation criteria, and generate better prompts, thus improving AI application performance [2][3] - After deployment, PromptPilot can sample online traffic, analyze bad cases, and autonomously optimize prompts, creating a cycle of continuous improvement [2][3] Group 2: Data Agent and Multi-modal Data Lake - Data Agent is introduced as a vertical intelligent agent that deeply understands and utilizes enterprise data assets, enabling proactive analysis and action [4] - The "One Customer, One Strategy" capability of the intelligent marketing agent integrates three types of data for precise customer profiling and targeted marketing strategies [4][5] - The effectiveness of "One Customer, One Strategy" includes a 300% increase in conversion efficiency from MQL to SQL, a rise in data utilization from 10% to 95%, and a reduction in customer analysis time from 30 minutes to 2 minutes [5] Group 3: AI Operator Square - The AI Data Lake service has launched the "AI Operator Square," which integrates management of multi-modal data, including text, images, and audio-visual content [5][6] - The platform offers over 100 standardized operators and supports the integration of mainstream open-source operators, providing a comprehensive framework for custom operator development [6] - Users can visually drag and drop to quickly assemble modular workflows, transforming scattered data into knowledge assets for automated circulation and value addition [7]