Key Insights A bottleneck is the stage in a process whose capacity limits the throughput of the entire system. Bottleneck analysis in operations is the practice of finding that stage, proving it with data and raising its capacity. Until the…
Key Insights DMAIC methodology is a five-phase, data-driven framework used in Six Sigma to improve an existing process. The name stands for Define, Measure, Analyze, Improve, and Control. Together, the phases take a team from a clearly stated problem to…
Key Insights Reverse logistics is the management of products, materials, or packaging as they move from the customer or point of use back to the seller, manufacturer, or another recovery point. Green logistics is the practice of designing logistics activities…
Key Insights The 5S methodology is a five-step system for organizing a workplace and keeping it that way. The steps run in a fixed order, and the last two decide whether the results last. The 5S methodology is a workplace…
Key Insights Marketing mix modeling (MMM) is a statistical method that uses historical marketing, sales and business data to estimate how different activities contributed to a business outcome such as sales or revenue. The practical question is simple: where should…
Key Insights Customer segmentation is the process of dividing a broad customer base into groups with shared characteristics, behaviours, needs or values. It helps marketers move beyond one-size-fits-all campaigns and make more relevant decisions about messaging, offers, products and customer…
The best supply chain management course depends on whether you need SCM fundamentals or the analytics layer now sitting on top of them. So here are eight, compared on fee in ₹, format and how much AI is actually inside…
Human in the loop, in an operations context, means a person can inspect an AI-made decision before it takes effect and actually change it, not just watch it happen. This page is about responsible AI in operations: where AI decisions…
What Is Predictive Maintenance AI? Predictive maintenance AI uses sensor data from equipment, vibration, temperature, current, sound, sometimes images, to model what normal operation looks like. It flags when a machine is drifting toward failure, so the repair gets scheduled…
What “Agentic Operations” Means, and What It Doesn’t Quick recap, since this piece assumes you already know roughly what an agent is: agentic AI is the capability, a model that can plan, call tools and act on its own. Agentic…
