AI-Powered Fulfillment: Reality or Marketing?

Bülent Agalday, CEO & Founder · 2025-07-25

Artificial intelligence has become an effective tool not just for technology teams, but in the day-to-day decisions of warehouse managers too. But how much real value does this term, so commonly heard in the e-commerce industry, actually deliver, and how much of it is marketing talk?

Where AI Genuinely Adds Value

Real contributions are typically seen in the following areas: demand forecasting (which product needs to be stocked, when, and how much), route optimization, and anomaly detection (catching unexpected order surges early).

Exaggerated Claims vs. Reality

Claims beyond that (like "AI automates everything") are usually exaggerated. In reality, AI creates value when it's fed the right data and integrated into the right processes; it isn't a magic fix.

AI at RND: A Tool That Supports Human Decisions

At RND, we position AI as a tool that supports human decision-making, not one that replaces it.