Behavioral OSINT engine correlating AI-generated lobbying content with legislative voting shifts and stakeholder alignment.

Market Catalyst & News Trigger

"AI PACs spent millions trying to shape Congress — here’s how they fared"

The Workflow Friction

Legislators lack tools to detect subtle, non-monetary AI-driven influence campaigns beyond traditional PAC tracking.

Problem Summary

Real-world problem signal validation.

One-Shot MVP Builder Blueprint (48 Hours)

NLP pipeline ingesting Congressional records and social media to map semantic influence vectors to specific bill outcomes.

Recommended Developer Tech Stack

• Python
• Neo4j
• Elasticsearch