What they built

QuantumSolve AI – Multi-Agent Quantum-Assisted Decision Intelligence Platform

QuantumSolve AI is a multi-agent AI platform that transforms complex real-world optimization problems into intelligent, explainable solutions. Users describe a problem in natural language, and specialized AI agents collaboratively research the domain, retrieve relevant knowledge, formulate optimization models, evaluate quantum feasibility, benchmark classical and quantum approaches, and generate actionable recommendations. The system is powered by a FastAPI orchestration layer, a deployed NitroStack MCP server with 18 specialized tools, and an interactive Next.js frontend. By combining Retrieval-Augmented Generation (RAG), optimization algorithms, quantum-inspired analysis, benchmarking, and automated report generation, QuantumSolve AI enables organizations, researchers, and developers to solve complex decision-making challenges without requiring expertise in optimization or quantum computing.