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.
Frequently Asked Questions
Practical answers about Beehive Strategy and our MCP-powered conversational BI platform.
What is Beehive Strategy?
Beehive Strategy is an enterprise AI and data analytics consulting firm based in Shenzhen, China. We build MCP (Model Context Protocol) powered conversational BI platforms that let business users query data in natural language via WeChat Work, DingTalk, and Feishu. Our team brings 10+ years of experience from top tech companies and consulting firms.
What is MCP (Model Context Protocol)?
MCP is an open standard developed by Anthropic that provides a universal way for AI models to connect with external data sources and tools. In the context of business intelligence, MCP enables LLM-powered agents to query databases, ERP systems, and analytics platforms through a standardised connector layer, replacing custom API integrations.
How long does it take to deploy the Beehive conversational BI platform?
The Quick Start plan deploys in as little as 2 weeks for organisations with straightforward data landscapes. The Professional plan typically takes 6-8 weeks, covering requirements analysis, data source integration, semantic layer configuration, AI agent deployment, and user training.
Which IM platforms does Beehive Strategy integrate with?
The platform delivers analytics natively through WeChat Work, DingTalk, and Feishu. Users ask data questions in natural language within the IM tools they already use daily, with no separate application to log into. Web-based access is also supported.
What industries does Beehive Strategy serve?
Beehive Strategy serves five primary industries: retail and e-commerce, financial services, manufacturing, professional services, and real estate. Each industry has pre-built AI agents and data models for common use cases like demand forecasting, risk control, and OEE tracking.
How much does the Beehive conversational BI platform cost?
Pricing starts at CNY 80,000 for the Quick Start plan, which covers up to 3 data connectors and basic conversational queries. The Professional plan starts at CNY 250,000 with advanced AI agents, custom metrics, and multi-source integration. Enterprise plans are custom-priced based on data complexity and user count.