At the 2025 Volcano Engine FORCE Original Power Conference, the company unveiled PromptPilot, a groundbreaking intelligent solution platform for large AI models. As artificial intelligence continues transforming industries worldwide, the challenge of crafting effective prompts has emerged as a critical bottleneck in model implementation.

The Prompt Engineering Challenge Different AI models interpret questions differently, creating inconsistencies in responses. Writing high-quality prompts traditionally requires significant time and expertise while demanding exceptional user experience standards. PromptPilot aims to eliminate these pain points by offering an automated, end-to-end solution covering the entire prompt lifecycle.

How PromptPilot Works The platform functions as a "requirement translator," extracting user intent through interactive processes and guiding users to clarify their needs. Instead of wrestling with abstract concepts of "good" outputs, users simply select from automatically generated options. The system then refines responses based on feedback, quickly learning user preferences.

For complex tasks, PromptPilot allows direct intervention in the model's reasoning process. This unique feature helps align the AI's logic with desired outcomes. The platform also addresses versioning issues by converting problematic cases into valuable training data, creating a continuous improvement cycle.

Key Innovations PromptPilot introduces four breakthrough capabilities:

• Multi-round dialogue optimization: Simulates conversational flows for real-time refinement
• GSB comparison mode: Enables side-by-side evaluation of different model performances
• Multimodal understanding: Optimizes prompts for image and video scenarios
• Tool invocation optimization: Enhances accuracy of function calls while reducing errors

The platform also supports SDK integration for automatic monitoring of suboptimal responses, creating a closed-loop system that identifies and corrects issues autonomously.

Potential Impact By dramatically reducing the expertise required for effective prompt engineering, PromptPilot could accelerate AI adoption across industries. Its ability to learn from interactions promises increasingly precise results over time. Developers can access these capabilities through PromptPilot's website.

Key Points

1. Automates the entire prompt lifecycle from generation to optimization
2. Translates user requirements into effective model instructions
3. Converts problematic cases into training data for continuous improvement
4. Supports multimodal inputs and complex tool invocations
5. Offers real-time feedback through conversational interfaces