Corporate Risk Early Warning

Overview

Corporate early warning system that transforms news and public signals into risk, compliance, governance and reputation indicators.

Challenge

Corporate crises rarely emerge from a single isolated event. They often evolve from dispersed public signals such as financial pressure, executive changes, investigations, reputational controversies and regulatory exposure.

Solution

An interactive dashboard was developed with automated public news collection, risk signal classification, category scoring, alerts and an explainability layer using Machine Learning and local AI.

Impact

• Early monitoring of public corporate risk signals
• Explainable classification across risk, compliance and governance categories
• Executive analysis support with indicators, alerts and audit trail

Tech Stack