AI Insights Validation Pipeline

This workflow automates the end-to-end validation of incoming claims. It receives claims via a Webhook, performs deduplication checks, and in parallel queries multiple external APIs (academic, news, and fact-checking) to gather evidence. An embedded function node scores and aggregates the evidence to compute an overall confidence score. High-confidence claims are auto-approved via a custom API, while lower-confidence claims trigger a Slack notification for human review. All processed claims are then scheduled for future revalidation.

Last Updated

October 12, 2025