For decades, spare parts have been the archetype of transactional business: a sale triggered by failure, wear, or scheduled maintenance,...

For manufacturers, the era of stable input costs and predictable lead times has decisively ended. Raw material shortages, geopolitical shocks,...

For manufacturers, the era of stable input costs and predictable lead times has decisively ended. Raw material shortages, geopolitical shocks,...

Field service in manufacturing and industrial environments is undergoing a structural shift. What was once a largely manual exercise—assigning the...

Field service has reached an inflection point. The traditional model — highly skilled technicians armed with manuals, tribal knowledge, and...

The true challenge for organizations is not the AI technology but the ecosystem that supports it, especially the data infrastructure....

IoT is reshaping field service, shifting from reactive repairs to real-time diagnostics and predictive maintenance. With smarter monitoring and AI-driven...

AI-Powered Resource Allocation: Optimizing Technician Deployment in Field Services AI is revolutionizing field service operations, cutting travel time, improving first-time...

Dynamic Pricing in B2B Manufacturing: The Magic Bullet Your Competitor's Already Use Dynamic pricing is transforming the manufacturing industry, offering...

As part of our #FSN10 anniversary celebrations we revisit this early exploration of the impact of Big Data on field...