New Launch
All-Domain Intelligence Hub | Private & Secure ChatBI
Co-developed by HENGSHI and xFusion, HENGSHI BOX integrates a leading BI platform, private LLM, and Agent automation engine. It's not just hardware integration—it's a shortcut for enterprises to achieve AI democratization—enabling an automatic closed loop from data ingestion to insight generation within absolute physical security boundaries.
Product Overview
Traditional BI has long implementation cycles, high maintenance costs, and requires technical staff? HENGSHI BOX simplifies all this. Plug in, power on, start analyzing—from 'data ingestion' to 'insight generation', you only need one action.
Core Advantages
With the built-in HENGSHI CLI execution layer, Agents can autonomously trigger data connections, metric modeling, dashboard generation and other full-link BI engineering actions. Breaking free from 'Q&A only' limitations, Agents have real operational permissions and can complete asset building and operations in private environments like professional engineers.
All NLP, LLM inference, and data computation run in a closed loop within HENGSHI BOX—no data leaves the chassis. Completely eliminating enterprise concerns about privacy in public cloud model calls, compliance first.
Built-in BI-specific quantized fine-tuned local model handles high-frequency SQL translation and metric interpretation without any external API consumption costs. Converting uncontrollable computing services into depreciable fixed assets, significantly optimizing enterprise long-term ROI.
Pre-configured full-stack environment: pre-installed HENGSHI SENSE, vector database, and Agent Skills suite—just power on to start enterprise-grade intelligent analysis services. No complex configuration, no additional procurement needed.
Key Scenarios
HENGSHI BOX is not just a hardware server—it's a shortcut for enterprises to achieve AI democratization.
Faced with massive heterogeneous data, the Agent receives instructions and automatically detects schema, establishes associated models, and generates standard dashboards with one click via HENGSHI CLI. Compress what used to take days into minutes.
Agent receives natural language instructions and automatically completes the full process from schema detection to dashboard generation.
Resident Agents monitor business metric fluctuations, automatically generate rich data-driven analysis briefs based on preset logic, and precisely push to mobile terminals like DingTalk and WeCom. Shifting from 'people finding data' to 'data finding people'.
Resident Agent automatically monitors metric fluctuations and proactively pushes analysis briefs when anomalies occur.
Business personnel ask instant questions via natural language, with the local model driving the Agent to instantly complete complex metric calculations and visual presentations. Based on unified metric definitions, non-technical staff can freely explore data in a secure, controlled environment.
Local model-driven, instant response to complex business questions without waiting for data team support.
| Region | Q1 Retention | QoQ |
|---|---|---|
| South China | 87.3% | +2.1% ↑ |
| East China | 91.8% | +0.8% ↑ |
Specifications
Two specifications to match different scales and business complexity.
| Specification | Professional | Enterprise |
|---|---|---|
| Form Factor | Silent desktop/mini rack | 2U/4U standard rack server |
| Workload | Daily chat, metric queries, single Agent tasks | Complex reasoning, high-concurrency Agent group collaboration |
| Use Cases | Department apps, startups, POC testing | Enterprise deployment, high-frequency decision-making, large-scale analysis |
AI-ready analytics
HENGSHI BOX integrates BI platform, private LLM, and Agent automation engine, enabling automatic closed loop from data ingestion to insight generation within physical security boundaries.
Enterprise deployment, embedded delivery, and trial requests can all be handled quickly.