AI In Planning

AI in the supply chain: From pilot programs to P&L impact

Tuesday, April 7, 2026 · Nathanael Powrie AI in supply chains is shifting from pilot programs to measurable P&L impact, with success determined by execution, data readiness, and operational integration rather than technology alone.

From human-in-the-loop to human-on-the-loop: An AI agent architecture for proactive planning

Tuesday, March 3, 2026 · Saravana Venkatachalam and Arunachalam Narayanan Supply chain planning tools are not new. Most organizations today rely on established systems for demand planning, supply planning, inventory optimization, and network design. These tools are typically operated in a human-in-the-loop model: planners run scheduled processes…