Achieving an intelligent, composable supply chain is all about embracing heterogeneity in technology and data sources, says Rohit Tripathi, principal chief technology officer at Grid Dynamics.

The use of data for demand sensing and shaping, already well-advanced in the B2C world, is now being adopted in B2B as well, says Sujit Singh, chief operating officer of Arkieva.

Post-pandemic, with consumer demand faltering and new shipping capacity coming into play, is power swinging back into the hands of shippers? 

The "final mile" benefits from the collaboration of artificial intelligence and machine learning and optimized data, says Mathew Witte, senior vice president at Ortec.

Eric Rempel, chief innovation officer at Redwood Logistics, says the modern fourth-party logistics provider offers a finely honed logistics platform as a service.

Original equipment manufacturers need real-time information on molds that are used to make product parts but often don't have it, says Gabriel Tejada, senior project manager at eMoldino.

Efficiency, flexibility and responsiveness are the key components of a resilient supply chain, says Paul Webb, regional vice president of enterprise supply chain at Coupa.

Artificial intelligence enhances alignment of supply and demand, says Matt Hoffman, vice president of product industry solutions at John Galt Solutions.

Artificial intelligence is revolutionizing the supply chain, and Microsoft's entrant is Dynamics 365 Copilot, says Mike Bassani, general manager for supply chain at Microsoft.

Sustainable procurement is the order of the day — but how to achieve it? Miguel Cossio, senior director analyst with Gartner, discusses the technology solutions that are available to companies today, and what to expect in the future.