MCP-Powered Enterprise Intelligence

Ask Your Data Anything

Get Answers Everywhere

Beehive connects your enterprise data to the AI agents inside WeChat Work, DingTalk, and Feishu. Ask questions in natural language, receive instant visualisations and insights — no SQL, no dashboards, no waiting.

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0 weeks to deploy
0+ data sources
0x avg ROI average return
0% code required
Beehive BI

Show me Q3 sales by region vs last year

Q3 Regional Sales Comparison

0 2M 5M 4.2M 3.1M 2.8M 2.1M 1.5M

What's driving the South region growth?

01

We believe every enterprise decision-maker should be able to ask their data a question and get an answer — in seconds, not weeks.

Traditional BI tools were built for analysts. Beehive is built for everyone else — the operations manager checking morning KPIs, the regional director preparing a board update, the C-suite executive who needs a number now, not next quarter.

How It Works 02

From data silo to instant answer

Four steps. No complexity. Just ask.

Your Data

ERP, CRM, databases, SaaS platforms — all connected through MCP connectors.

MCP Layer

Semantic unification maps your data model into a queryable knowledge graph.

AI Agents

Natural language query is parsed, translated, and executed against your live data.

IM Delivery

Answers, charts, and insights arrive natively inside WeChat Work, DingTalk, or Feishu.

03

Everything your data team wished for

A unified platform designed for how modern enterprises actually work.

50+ Data Connectors

Connect every system in your stack through our growing MCP connector library.

SAP Salesforce Oracle MySQL PostgreSQL MongoDB Power BI Tableau Excel Google Sheets REST API Webhook

Natural Language Queries

Ask in plain English or Chinese. No SQL, no formulas — just questions.

Role-Based Access

Each user sees only the data they are authorised to access, enforced at the query layer.

Real-Time Sync

Your IM answers are as current as your warehouse. Configurable refresh intervals keep dashboards live without manual pulls or stale caches.

Auto Charts

AI selects the best visualisation for every query — bars, lines, tables, or KPI cards.

Multi-IM Delivery

One platform, three IM channels. Deploy once, deliver everywhere your teams already work.

Our Work 04

Proven results across industries

Real deployments. Real ROI. See how enterprises transform with Beehive.

Last Year This Year +18% revenue uplift
Retail

Regional Retail Chain

A leading Asia-Pacific retailer with 200+ stores deployed Beehive across WeChat Work, empowering store managers and regional directors with real-time sales, inventory, and footfall analytics.

18% revenue uplift
200+ stores
14 days deploy time
60% faster reports
Financial Services

Risk & Compliance Automation

A tier-one financial institution replaced manual compliance reporting with AI-driven conversational queries, cutting report generation from days to hours while maintaining 95% anomaly detection accuracy.

60% faster reports
95% detection rate
35% less downtime
Manufacturing

Predictive Maintenance at Scale

A precision manufacturer deployed Beehive to monitor OEE and predict equipment failures in real time across 12 production lines, reducing unplanned downtime by 35%.

35% less downtime
10 weeks rollout
View All Case Studies

"We went from waiting weeks for a dashboard update to getting answers on WeChat in under 10 seconds. Our regional managers now start their morning by asking Beehive for yesterday's numbers — something that used to require a data team sprint."

Head of Data Leading Asia-Pacific Retail Group 200+ stores • Deployed on WeChat Work
05

Beehive vs Traditional BI

The old way requires analysts, SQL, and weeks of lead time. The Beehive way puts answers in the palm of every decision-maker's hand, inside the IM tools they already use.

No SQL needed
Zero learning curve
Works in your IM
Get Started
Deployment Time
6 months
2 weeks
Time to Insight
Days
Seconds
User Adoption
~15%
85%+
Data Reach
Analysts only
All staff
Cost / Report
High
Low
Industries 06

Built for the sectors that move economies

Pre-configured AI agents and data models for five key verticals.

01

Retail & E-Commerce

Empower store managers, merchandisers, and regional directors with live sales, inventory, and footfall analytics — delivered straight into WeChat Work or DingTalk.

  • Real-time sales and revenue tracking by region and store
  • Demand forecasting with inventory optimisation
  • Customer segmentation and lifetime value analysis
  • Omnichannel performance attribution
02

Financial Services

Accelerate risk control, compliance reporting, and portfolio analysis with conversational queries that keep your analysts and executives aligned.

  • Real-time risk exposure and limit monitoring
  • Automated compliance and regulatory reporting
  • Loan portfolio performance and NPL tracking
  • Fraud detection dashboards with anomaly alerts
03

Manufacturing

Connect ERP, MES, and IoT systems to give plant managers real-time OEE, production yield, and predictive maintenance insights on the shop floor.

  • OEE monitoring and production bottleneck detection
  • Predictive maintenance with failure probability scoring
  • Quality yield analysis by line, shift, and batch
  • Supply chain lead-time and supplier performance
04

Professional Services

Consultancies, law firms, and agencies gain visibility into utilisation rates, project profitability, and pipeline health without touching a spreadsheet.

  • Resource utilisation and capacity planning
  • Project profitability and margin tracking
  • Client pipeline and win-rate analytics
  • Time and billing variance reporting
05

Real Estate

Property developers and asset managers access occupancy, rental yield, and tenant analytics in seconds — no more waiting for monthly reports.

  • Occupancy rates and lease expiry forecasting
  • Rental yield and net operating income analysis
  • Tenant satisfaction and retention scoring
  • Construction project milestone tracking

Ready to See Your Data in Chat?

Book a live demo with our team, or start with a free data assessment to see which connectors and insights are right for your organisation.

Book a Product Demo Free Data Assessment
07

Frequently Asked Questions

Quick answers to the most common questions about Beehive.

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.