慧言WiseBI平台ChatBI慧言WiseBI平台

Enterprise Intelligence Platform

Turn business questions into analytical answers

Ask in natural language. The system plans the analysis, generates and validates SQL, drills into anomalies, and delivers a conclusion-first report where every number is traceable.

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Core Capabilities

From question to conclusion — the full enterprise analytics loop

Conversational Analytics

Ask in plain language, get SQL and charts

Analyst Agent Loop

Plan → Act → Observe → Reflect, self-correcting

Cross-Agent Analysis

Multiple agents query in parallel, sources cited

Business Semantic Layer

One consistent definition for every metric

Reports & Dashboards

Publish any analysis as a shareable dashboard

Knowledge & Memory

Learns from every run and gets sharper

Multiple Data Sources

8 engines, including 3 Chinese-native databases

MCP Tool Integration

Works inside Claude, Codex and WorkBuddy

Security & Governance

Read-only guardrails, isolation, full audit trail

How an analysis happens

Every question runs through a full control loop, not a one-shot SQL generation

Not good enough → retry with a fix hint, or add a drill-down step 1 Plan Break down 2 Act Query & chart 3 Observe Self-check 4 Reflect Decide next 5 Report Traceable

Four Analysis Modes

Choose how much depth a question deserves

Quick

Straight answer for well-defined single-value questions

Standard

Adds the breakdowns and validation the answer needs

Deep

Trends, drivers and anomaly diagnosis in a full report

Cross-Agent

Queries several business domains and synthesizes them

Open Source

WiseBI Analyst Skill

Bring querying and analysis into the AI tools you already use. Connect through ChatBI MCP and run queries, generate SQL and start multi-step analyses inside Claude, Codex or WorkBuddy — without switching back to the BI console.

Query inside your AI tool

Ask in the conversation and get results, chart configs and reports in place, without breaking your current workflow.

Permissions follow the platform

What you can query is decided by your platform authorization. Masked columns are never returned and credentials stay local.

Read-only by design

Every tool is read-only. SQL is forced to SELECT-only and safety-checked, so nothing writes to your business database.

Fork and self-host

MIT licensed, so you can adapt it to your needs or deploy it independently in a private environment.

Download package View source on GitHub Standard build for Claude and Codex · MIT licensed

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