The MCP-Powered Conversational BI Platform
A three-layer architecture that unifies your enterprise data, transforms it into natural-language intelligence, and delivers instant answers right inside the IM tools your teams already use every day.
Why Traditional BI Fails Enterprises
Your data is scattered, your insights are slow, and your decisions lag behind the market. Traditional BI tools were built for analysts, not for the people who actually need answers.
Data Silos
Data scattered across ERP, CRM, spreadsheets, and SaaS platforms. No unified standards. Every department lives in its own data island, unable to share or cross-reference insights.
Delayed Insights
Manual reporting cycles take days or weeks. Insights arrive after opportunities have passed. Decisions always lag behind the market because the data pipeline cannot keep up.
Data-to-Action Gap
Analysis never reaches frontline staff. Reports sit unread in inboxes. Data value remains unrealised because there is no bridge between complex analytics and everyday decision-making.
Interactive Dashboard Preview
Conversational Intelligence for Every Team
Our MCP-powered platform breaks down data silos and puts enterprise intelligence at your fingertips. No dashboards to learn. No SQL to write. Just ask questions in plain English and get instant, visual answers — inside the chat tools your teams already use every day.
Ask in Plain English
No SQL needed. Ask questions naturally. Get instant answers with auto-generated charts and visualisations.
IM-Native Delivery
Answers delivered in WeChat Work, DingTalk, and Feishu. Zero app switching. Zero learning curve.
50+ Data Connectors
ERP, CRM, databases, data warehouses, SaaS — all unified through the MCP semantic layer.
Platform Architecture Preview
A Four-Layer Platform Built for Enterprise Scale
The Beehive Strategy platform is architected in four distinct layers, each designed to handle a specific part of the data-to-insight pipeline. From raw data ingestion to conversational delivery, every layer is optimised for performance, security, and scalability.
Layer 1 — AI Agent Marketplace
Pre-built and custom agents that understand business context and deliver domain-specific intelligence.
Layer 2 — MCP Gateway & Semantic Layer
Unified data access with RBAC permissions, audit trails, and a business-friendly semantic model.
Layer 3 — Data Source Connectors
50+ pre-built connectors for databases, warehouses, SaaS platforms, and REST APIs.
Layer 4 — IM-Native Delivery
Seamless integration with WeChat Work, DingTalk, and Feishu for zero-friction adoption.
AI Agent Marketplace
Pre-built agents for sales, finance, supply chain, and HR. Drag-and-drop customisation for domain-specific use cases.
MCP Gateway & Semantic Layer
Unified data access with RBAC permissions, full audit trails, and a business-friendly semantic model.
Data Source Connectors
50+ connectors for MySQL, Oracle, Snowflake, BigQuery, CRM, ERP, SaaS, and REST APIs.
IM-Native Delivery
Seamless WeChat Work, DingTalk, and Feishu integration. Zero learning curve for end users.
Pre-Built Agents for Every Business Function
Deploy intelligent agents that understand your business context and deliver domain-specific insights instantly.
Sales & Revenue Agent
Real-time sales performance tracking, revenue forecasting, and customer behaviour analysis. Get instant answers on pipeline health, conversion rates, and growth opportunities.
- Revenue trend analysis
- Pipeline tracking
- Customer segmentation
- Conversion optimisation
- Sales forecasting
- Campaign ROI tracking
Financial Reporting Agent
Automated financial reporting, budget variance analysis, and compliance monitoring. Transform complex financial data into clear, actionable insights for stakeholders at every level.
- Automated P&L reports
- Budget variance analysis
- Cash flow monitoring
- Compliance tracking
- Cost centre analysis
- Financial forecasting
Operations & Supply Chain Agent
End-to-end supply chain visibility, inventory optimisation, and production scheduling. Detect anomalies early and keep operations running at peak efficiency.
- Inventory optimisation
- Supplier performance
- Demand forecasting
- Production scheduling
- Anomaly detection
- OEE tracking
Digital HR Decision Hub
Workforce analytics, talent pipeline insights, and compensation benchmarking. Turn HR data into strategic decisions that attract, retain, and develop top talent.
- Headcount tracking
- Attrition analysis
- Compensation benchmarking
- Talent pipeline
- Performance metrics
- Workforce planning
Enterprise-Grade Security & Compliance
Built from the ground up to meet the most demanding enterprise security requirements.
Role-Based Access Control (RBAC)
Granular permission management ensures users only see the data they are authorised to access, with hierarchical role definitions.
End-to-End Encryption
All data in transit and at rest is encrypted with industry-standard protocols, ensuring complete data protection across the pipeline.
Full Audit Trails
Every query, every data access, every configuration change is logged and traceable for compliance and internal governance.
Private Deployment Options
Deploy on-premises or in a private cloud environment. Your data never leaves your infrastructure unless you choose it to.
Trusted by Enterprises
Our platform meets the security and compliance standards required by leading enterprises across retail, finance, manufacturing, and professional services.
From Kick-off to Go-Live in Weeks
A proven four-step process that gets your organisation up and running fast.
Requirements & Design
Deep-dive into your data landscape, business goals, and use cases. Define the semantic model, agent scope, and integration points.
Integration & Config
Connect data sources, configure the MCP semantic layer, deploy pre-built agents, and set up IM-native delivery channels.
Training & Launch
User training sessions, admin workshops, and a phased rollout plan. Go live with real users on real data in your IM environment.
Optimisation
Continuous monitoring, performance tuning, and agent refinement based on usage patterns and evolving business needs.