What should the best AI product look like? It's certainly not just about stacking AI capabilities; it's about deeply understanding the human-AI collaboration model and finding “certainty” amidst “randomness.” VPS is precisely designed according to these standards, tailored as an AI sharp tool for executives.
Solving the Three-Party Relationship Problem
Traditional products are “two ends, one path” (tool + user, with a very definite usage path); AI products are “three ends, three sides” (human + AI + tool), where the user's creative process is embedded within the tool. AI first generates initial content, then the user modifies it, making the product path no longer definite.
The complexity lies in what AI “does” within this process, how it intervenes in human creativity, and how humans direct AI to perform tasks and then modify them. This is the core challenge of AI product design.
VPS deeply understands this, clearly defining AI's role and setting up different levels of functionality to make the “human + AI + tool” relationship clear and efficient:
- Bottom-Layer Intelligent Assistance (Inline Hint): When executives perform daily tasks, such as drafting emails, reports, or annotating documents, VPS's AI provides real-time intelligent prompts, grammar corrections, and content suggestions, subtly improving efficiency.
- Mid-Layer Intelligent Editing (Edit): When executives need to quickly iterate or optimize content, AI can rewrite paragraphs, change styles, or extract information based on instructions, rapidly generating multiple versions for executives to choose and modify.
- High-Layer Intelligent Conversation (Chat): Executives can engage in deep conversations directly with AI, posing complex questions, seeking strategic advice, and brainstorming. AI will interact in multiple rounds based on the executive's intent, providing customized solutions and insights.
- Top-Layer Intelligent Agent (Agent): This is the ultimate form of VPS, where AI can understand the executive's macroscopic goals, autonomously plan and execute a series of complex tasks, such as market research, competitor analysis, report writing, and meeting minute organization, truly becoming the executive's “alter ego” and “intelligent co-pilot.”
Each layer's capabilities, trigger logic, and interaction paths are clear, ensuring executives can efficiently direct AI and make creative modifications and decisions based on its output.
Achieving Stable Delivery
Stable deployment is a fundamental requirement for products, but it's the most difficult to achieve in AI products. AI products strive for “certainty” amidst “randomness (high entropy),” requiring immense systemic effort. Stable delivery is a product and engineering issue, not a technical one. Current Agent products have a very low probability of replicating previous experiences.
VPS understands the importance of “stable delivery.” We don't aim for breadth but focus on the core needs of executives, leveraging the current strongest capabilities of models to ensure every interaction provides stable, reliable, and high-quality output:
- Focus on Core Scenarios: VPS does not blindly pursue coverage of all AI capabilities but concentrates on the most core and high-frequency scenarios for executives, such as enterprise management, strategic decision-making, efficient communication, and personal growth. By deeply optimizing AI models and data for specific domains, we ensure stability and accuracy in these critical scenarios.
- Emphasis on Engineering and Productization: We invest significant resources in engineering, encapsulating AI capabilities into stable, reusable modules, and ensuring stable product operation in various complex environments through rigorous testing and continuous iteration. This is not just a technical issue but a triumph of product design and engineering practice.
- Closed-Loop Optimization of Human-Machine Collaboration: VPS continuously optimizes AI model performance and adjusts human-machine collaboration processes through user feedback and usage data. This “data-driven continuous learning and evolution loop” ensures that the product becomes smarter and more stable with user engagement.
The best AI product is not a tool for showing off technology but a partner that genuinely solves user pain points, improves efficiency, and amplifies value. VPS adheres to this philosophy, striving to be every executive's “intelligent treasure chest” in the AI era, helping you strategize and win in a complex and ever-changing world.
