SystemForge AI

SystemForge AI is built to solve a common enterprise problem: outdated manual workflows that create delays, inefficiencies, and operational risk. Instead of relying on basic chatbots or simple RAG pipelines, SystemForge AI uses a true multi-agent workflow architecture powered by specialized AI agents. The platform allows users to either select an existing workflow (like insurance claims or recruitment screening) or create their own custom workflow using a visual workflow builder. Once submitted, four specialized agents collaborate: 1. Systems Architect Agent Designs a production-grade AI-native architecture by transforming manual workflows into scalable distributed systems. 2. Infrastructure Critic Agent Identifies failure points, bottlenecks, reliability risks, and operational weaknesses. 3. Production Refiner Agent Improves resilience using queues, retries, approvals, observability, and compliance safeguards. 4. Executive Summary Agent Converts technical architecture into business impact metrics such as ROI, operational speed, reduced approvals, and compliance gains. The platform also provides: Before → After workflow transformation Live Agent Thinking visualization Architecture summary dashboard Executive PDF report generation AMD-powered inference workflows Deployment-ready frontend and backend This creates a complete AI systems redesign platform rather than a simple AI assistant. Built using frameworks like LangChain / CrewAI with open-source LLM workflows and optimized for AMD Developer Cloud deployment.