About TruthGuard
TruthGuard is a comprehensive AI safety and compliance platform designed to solve the critical problem of AI hallucinations and regulatory compliance in enterprise AI deployments.
The Problem
Companies deploying AI systems face massive challenges: AI hallucinations creating false information, compliance violations risking legal exposure, and lack of audit trails for regulators.
The Solution
Real-time monitoring of AI outputs, automated fact verification against external sources, compliance rule checking, policy alignment validation, and complete audit trails.
Key Features
Real-Time Detection
Instant hallucination detection and fact verification
Compliance Checking
Automated regulatory and policy compliance validation
Audit Trails
Complete logging and explainability for regulators
AI-Powered Correction
Automated response correction and validation
API Integration
Easy integration with any AI system
Real-Time Monitoring
Live dashboard with metrics and alerts
System Architecture
High-Level Architecture
┌─────────────────────────────────────────────────────────┐
│ External AI System (Customer) │
│ (Chatbot/LLM/API) │
└────────────────────┬────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────┐
│ TruthGuard Platform │
│ │
│ ┌──────────────┐ ┌──────────────┐ │
│ │ Next.js │ │ FastAPI │ │
│ │ Frontend │◄───────►│ Backend │ │
│ │ Dashboard │ │ (Python) │ │
│ └──────────────┘ └──────┬───────┘ │
│ │ │
│ ▼ │
│ ┌─────────────────┐ │
│ │ Detection │ │
│ │ Engine │ │
│ └─────────────────┘ │
└──────────────────────────────┼───────────────────────────┘
│
┌──────────────────┼──────────────────┐
▼ ▼
┌─────────────────┐ ┌──────────────────────────┐
│ Supabase │ │ External APIs │
│ PostgreSQL │ │ - Wikipedia │
│ (Audit Logs) │ │ - DuckDuckGo │
│ │ │ - NewsAPI │
│ - Interactions │ │ - Google Gemini │
│ - Violations │ │ │
│ - Policies │ │ Fact Verification │
│ - Compliance │ │ & Knowledge Base │
└─────────────────┘ └──────────────────────────┘Tech Stack
Frontend
Next.js 16, React 19, TypeScript, Tailwind CSS
Backend
FastAPI (Python), Pydantic, AsyncIO
Database
Supabase (PostgreSQL), Real-time subscriptions
AI/ML
spaCy, Transformers, Google Gemini Pro
APIs
Wikipedia API, DuckDuckGo, NewsAPI
Detection Pipeline
Claim Extraction
NLP-based extraction of factual claims from AI responses
Fact Verification
Real-time verification against Wikipedia, DuckDuckGo, NewsAPI
Compliance Check
Validate against regulatory rules and company policies
Consistency Check
Compare with historical responses for consistency
Decision & Correction
Generate confidence score, flag violations, auto-correct responses
Contact Developer
Umang Kumar
Full Stack Developer & AI Engineer
Interested in collaborating or have questions about TruthGuard?
Feel free to reach out through any of the platforms above
Project Highlights
Advanced Features
Real-Time APIs
Open Source
Scalable