FactPulse – Multi-Agent Fact-Checking System

The Challenge 

In today’s digital ecosystem, misinformation spreads rapidly across news outlets, social media, and online platforms. Verifying claims manually is slow, resource-intensive, and prone to bias. Journalists, researchers, and organizations lack scalable tools to fact-check multi-modal content like text, videos, and images in real time with accuracy and transparency. 

Our Solution 

The Fact Check POC is an AI-powered fact verification system that operates in two phases: claim extraction and claim verification. It ingests multi-modal inputs (text, URLs, videos, social media, images), extracts fact-checkable claims, and uses a team of specialized AI agents to verify them against credible sources. The system outputs structured verdicts with explanations, citations, and confidence scores – making fact-checking scalable, transparent, and reliable.

Key Outcomes 

• Multi-modal input support: text, social media, YouTube videos, images, and web URLs
• Automatic claim extraction from diverse content formats
• Multi-agent fact verification across academic, news, web, and social media sources
• Structured outputs: True/False/Uncertain verdicts with explanations and citations
• Confidence scores for every claim to indicate reliability
• End-to-end automation via FastAPI endpoints

Benefits for Enterprises 

• Accuracy & Reliability: AI-driven, evidence-based verification reduces misinformation risks
• Time & Efficiency: Automates labor-intensive manual fact-checking workflows
• Comprehensive Coverage: Pulls evidence from academic, news, and real-time web sources
• Transparency & Traceability: Provides citations and reasoning for every verdict
• Scalability & Consistency: Processes large volumes of claims with uniform standards
• Cost Effectiveness: Lowers operational costs for media, legal, and compliance teams

Technical Foundation 

• Backend: FastAPI, Agno framework
• LLMs/Agents: OpenAI (via OpenRouter), Anthropic, Claude (orchestration), multi-agent coordination
• Integration Services: Exa API (research/news), Tavily API (web search), Social media APIs, Youtube-transcript-API, AI vision models
• Output Format: Structured JSON with claims, verdicts, explanations, citations, and confidence scores

Build trust with evidence-based AI fact-checking. Book a demo with GenAI Protos to see how Fact Check can enhance accuracy, reduce misinformation risks, and support journalism, compliance, healthcare, and enterprise communication.