Operational Artifacts Supporting the WorldWideWatchers AI-Enabled OSINT System

This repository contains representative operational artifacts generated during pilot deployments (2024–2026) of the WorldWideWatchers platform.

WorldWideWatchers is an AI-enabled OSINT monitoring system designed for automated situational awareness across cybersecurity, terrorism, disinformation, and geopolitical risk domains. The system implements a bounded agentic orchestration pipeline integrating data ingestion, NLP-based enrichment, and LLM-assisted intelligence synthesis.

The files included in this repository provide transparency and reproducibility for the system evaluation presented in the manuscript:

"A Governance-Aligned AI-Enabled OSINT System for Operational Situational Awareness"

The repository includes execution telemetry logs, filtered article datasets, pipeline artifacts, and interactive visualization outputs illustrating the operational behavior of the monitoring pipeline.

Raw ingestion datasets and full extracted article corpora are not included due to copyright restrictions and operational considerations. The provided artifacts are sufficient to verify the pipeline workflow, execution stability, and analytic outputs described in the study.

All data derive from publicly available news and open-source information feeds.