The What-If Simulator | Zero-Trust Virtual C-Suite using Google ADK, MCP & Gemini | Kaggle Capstone

The What-If Simulator is a zero-trust virtual C-Suite system built using Google's Agent Development Kit (ADK), Model Context Protocol (MCP), and Gemini AI. This Kaggle Capstone project creates an AI-powered executive simulation environment where multiple AI agents represent C-level executives (CEO, CFO, CTO, etc.) that can analyze business scenarios and provide strategic recommendations. The system implements zero-trust security principles to ensure safe, auditable interactions between agents and external systems.

Key Points

• •Build multi-agent C-Suite simulation using Google ADK for coordinated AI agent orchestration
• •Implement zero-trust security architecture to validate every agent action and interaction
• •Use Model Context Protocol (MCP) to enable standardized communication between agents and tools
• •Leverage Gemini AI as the foundation LLM for executive-level reasoning and decision-making
• •Create specialized agent personas (CEO, CFO, CTO, COO, etc.) with distinct expertise and perspectives
• •Design what-if scenario analysis capabilities for business impact modeling and strategic planning
• •Implement audit trails and logging for all agent decisions to ensure transparency and compliance
• •Integrate external data sources and business tools through MCP for real-time scenario analysis
• •Apply role-based access control (RBAC) to restrict agent capabilities based on executive function
• •Enable cross-agent collaboration and debate mechanisms for comprehensive business analysis

Workflow Diagram

Concepts