SenseTime Office Raccoon 3.0: AI Data Analysis & PPT Generat

SenseTime has launched Office Raccoon 3.0, an upgraded AI office suite designed to automate tasks ranging from data analysis to report and presentation generation. The new version aims to shift AI applications from content generation to comprehensive task execution, according to information reviewed by toolmesh.ai.

The update focuses on improving AI's ability to handle complex business logic and integrate various office workflows.

Enhanced Presentation Generation

Office Raccoon 3.0 introduces significant advancements in AI-generated presentations (PPTs). Previous AI tools for PPT creation often produced outputs requiring extensive manual correction. The new version addresses this by incorporating a "human-computer collaboration" design.

Users can define roles, scenarios, target audiences, page counts, and template styles. The system accepts natural language commands and inputs from documents such as Word and PDF. Instead of immediately generating slides, Office Raccoon 3.0 engages users with guiding questions to confirm key details, then plans and generates a detailed execution list. Users can modify the outline in real-time before final generation. The platform also allows online editing of all PPT elements, including titles, text boxes, icons, and images.

This functionality is powered by a "multimodal intelligent agent creation engine" that integrates high-quality data, multimodal understanding, and reinforcement learning. The system's generation pipeline covers understanding, planning, generation, and optimization. Agentic RL technology enables the AI to replicate presentation styles and apply aesthetic design principles. The system uses a hybrid interface combining Graphical User Interface (GUI) for direct manipulation and Language User Interface (LUI) for natural language commands.

Advanced Data Analysis Capabilities

Office Raccoon 3.0 significantly enhances its data analysis features, positioning itself as an AI analyst capable of processing millions of lines of data. The system is designed to overcome limitations of previous AI assistants that struggled with complex business logic and large, messy datasets. It also aims to provide an accessible alternative to traditional enterprise BI tools, which often have high costs and steep learning curves.

The AI can process raw data and business problems, performing data cleaning, calculation, and key indicator identification within minutes. It generates visual charts, such as line graphs, and produces detailed reports that include attribution analysis and hypotheses for business issues. For instance, a post-promotion review that previously took hours can now be completed in under three minutes, from question to insight.

The system achieves an accuracy of 95% in enterprise data analysis. It supports databases with tens of millions of data points, hundreds of fields, and complex table structures, and can integrate cross-system heterogeneous data. The "Agentic RL" framework facilitates long-range reasoning, task chain planning, self-reflection, and error correction, integrating private domain data and external information.

Mobile Accessibility and Broader Impact

SenseTime plans to release an Office Raccoon mobile application. An internal test version demonstrated the app's ability to analyze complex data and generate reports on mobile devices, including user retention and channel ROI optimization analyses.

The development reflects a broader trend in AI, where advancements in reasoning, planning, and long-chain thinking capabilities are rapidly approaching or surpassing human benchmarks. McKinsey statistics indicate a significant increase in AI adoption by companies, driven by productivity gains, cost reduction, efficiency maximization, and the automation of repetitive and complex tasks.

In September, Office Raccoon launched an "Education Special Rights" program for university faculty and students, which saw participation from 305 universities and over 5,000 individuals, generating over a million calls for lesson preparation, paper writing, and coding. The platform also supports full-chain domestic adaptation, with future plans for AI boxes and AI PCs to meet diverse office needs.