AI-Powered Fulfillment: Reality or Marketing?

Betül Gümüş — General Manager · 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.