System Architecture

1. Quantum Layer:

   • Processes probabilistic data through quantum-inspired models for state exploration.

2. Agent Layer:

   • Houses decentralized agents, each equipped with specialized capabilities for independent task execution.

3. Hybrid Integration Layer:

   • Combines quantum and classical outputs into a unified decision framework.

4. Reasoning Stage:

   • Synthesizes results from all agents, ensuring coherence and optimization.

5. Output Module:

   • Delivers actionable insights and predictions, supported by feedback mechanisms.