Addressing the Need to Improve AI’s Reliability in Real-World Businesses

The article focuses on AI reliability in business, warning that hallucinations can mislead users and cause costly mistakes in high-stakes decisions.

Isle of Man AI company Vertus reported positive 2025 trading tests for a cognitive reasoning system designed to spot pattern changes and avoid unsupported assumptions.

The system is built to say when it cannot answer, making uncertainty explicit rather than forcing a confident response.

Vertus is now expanding the approach toward healthcare, scientific research, and supply chain use cases.