GuardForge

Here's a clear, detailed explanation of GuardForge (1987 characters): GuardForge is an enterprise-grade AI Agent Security and Governance Platform. It helps companies safely deploy and manage multiple AI agents for real business tasks. The Problem Companies want to use AI agents to automate work like contract review, document analysis, compliance checking, and report generation. However, AI agents can hallucinate, leak sensitive data, break company policies, or make risky decisions. This creates fear and slows down AI adoption in enterprises. What GuardForge Does GuardForge acts as a smart control layer between users and AI agents. It adds safety, visibility, and control so agents can be used confidently in serious environments. Core Features Multi-Agent System: Multiple specialized agents (Researcher, Analyzer, Compliance Checker, Reporter) work together using LangGraph. Guardrails: Input & output checks to block PII, harmful content, prompt injections, and policy violations. Human-in-the-Loop: High-risk actions pause for human approval. Real-time Monitoring: Live dashboard showing agent activity, status, and performance. Trace Explorer: Step-by-step visual view of every agent’s thinking and actions. Immutable Audit Trail: Complete, tamper-proof logging of all activities. AI Policy Generator: Upload a document and AI auto-creates policies. Digital Twin Simulation: Test workflows safely before running them live. Billing System: Usage-based plans with Razorpay/Stripe integration. Real Use Cases Banks: Safely review loan documents and contracts. Legal Teams: Analyze agreements with full compliance. Healthcare: Process reports while protecting patient data. Enterprises: Automate internal operations with proper governance. Technology Stack Frontend: React 18, Vite, TypeScript, Tailwind CSS, ReactFlow (for visual workflows), Recharts, WebSockets. Backend: FastAPI (Python), SQLAlchemy, PostgreSQL, Redis.