Technical blog

An in-depth analysis of how Agentic BI drives retail omnichannel operations intelligent transformation, covering metrics...

An in-depth analysis of how Hengshi Sense Agentic BI architecture achieves millisecond-level real-time risk control and...

A deep dive into how Hengshi's Metrics Middle Platform resolves fragmented metric definitions and inconsistent calculati...

Based on 200+ ISV partner implementation experiences, summarizing best practices for embedded BI integration covering th...

AI Agent Deployment Diagnosis: Why Your Analytics Agent Gets 'Wrong Answers'

Agent underperforming in production? This article provides a five-step diagnostic framework to identify root causes—sema...

How to use AI for automatic metric discovery, logic management, and quality monitoring? A detailed look at HENGSHI's met...

Beyond technical architecture, BI selection requires attention to 10 key dimensions including vendor industry understand...

ChatBI + CLI + JARVIS: The Right Way to Combine Hengshi's Three Products

Many Hengshi users treat ChatBI, CLI, and JARVIS as three separate products—each used at less than half its potential. T...

BI Needs DevOps Too: Hengshi Automated Operations and Intelligent Monitoring System

BI Needs DevOps Too: Hengshi Automated Operations and Intelligent Monitoring System

Building an Enterprise BI System from 0 to 1: A Complete Methodology with Hengshi

Building an Enterprise BI System from 0 to 1: A Complete Methodology with Hengshi

BI Without Mobile Is BI Half Done: Hengshi Multi-Platform Embedding and Integration Guide

How Hengshi BI reaches data consumers beyond PC dashboards through mobile H5, IM embedding, SDK integration, and white-l...

Sub-Second Refresh, Stream-Batch Fusion: Inside Hengshi BI Real-Time Data Analytics Engine

Real-time BI engine breaks down the stream-batch fusion architecture from data ingestion to sub-second dashboard refresh...