Ask Your Data Anything
Get Answers Everywhere
The conversational BI platform that turns enterprise data into instant, actionable insights — right inside WeChat Work, DingTalk, and Feishu.
South region leads with ¥4.2M (+18% YoY). East grew fastest at +24%.
We believe every enterprise decision-maker should be able to ask their data a question and get an answer — in seconds, not weeks.
That's why we built Beehive: an MCP-powered conversational BI platform that connects 50+ data sources to the IM tools your teams already use. No SQL. No dashboards. Just answers.
From Data to Decision in One Conversation
Four layers. Zero friction. Your data flows through the MCP standard into the IM tools your teams already use.
Your Data
ERP, CRM, DBs, SaaS
MCP Layer
Semantic unification
AI Agents
Natural language query
IM Delivery
WeChat, DingTalk, Feishu
Real Results, Real Impact
See how enterprises across five industries transformed their data operations with Beehive's conversational BI platform.
Regional retail chain unlocks real-time sales visibility across 200+ stores
Integrated 8 data sources into a single conversational BI layer deployed on WeChat Work. Store managers now get instant answers on sales, inventory, and promotions without touching a dashboard.
Risk incidents detected & resolved
FinTech firm automates risk monitoring and cuts report turnaround by 60%
Deployed intelligent risk control agents integrated with trading and compliance systems, delivering real-time alerts via DingTalk.
Manufacturer gains full-chain visibility and reduces downtime by 35%
Connected production, inventory, and logistics into one conversational interface on Feishu, enabling real-time decision-making across the supply chain.
We went from waiting weeks for a dashboard update to getting answers on WeChat in under 10 seconds. Our regional managers — who never touched a BI tool before — now ask the system questions every single day. It's been transformative for our data culture.
Beehive vs Traditional BI
Traditional BI takes months to deploy, requires dedicated dashboards, and never reaches frontline staff. Beehive deploys in weeks and puts insights directly in chat.
Purpose-Built for Your Sector
Five industry verticals with pre-built AI agents, data models, and analytics templates — ready to deploy in your environment.
Retail & E-Commerce
Real-time sales insights. Inventory optimisation. Promotion analytics.
Explore →Financial Services
Intelligent risk control. Compliance automation. Portfolio insights.
Explore →Manufacturing
Full-chain visibility. Production scheduling. Quality analytics.
Explore →Professional Services
Digital project management. Resource allocation. Client analytics.
Explore →Real Estate
Omnichannel marketing data. Dynamic cost control. Customer insights.
Explore →Latest Thinking
Expert perspectives on conversational BI, MCP, AI agents, and the future of enterprise data.
Ready to See Your Data in Chat?
Book a demo, get a free data assessment, or simply reach out. We'll help you unlock the full value of your enterprise data.