Everything on Industrial Operations

Industrial AI projects suffer from a 95% failure rate in delivering economic value, primarily due to an inability to scale beyond pilot phases. The gap between technical capability and operational integration remains the primary barrier to ROI in manufacturing.

Impact: Enterprises must prioritize pre-configured, vertical-specific AI solutions over generic models to achieve measurable productivity gains and justify investment costs.

— from AI Strategy: Pentagon Conflict, Industrial ROI, and Agent Risks · KI-Update – ein heise-Podcast· Mar 02, 2026