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Tuesday morning. A brief lands: ten ads due Friday-no crew, no studio. Yesterday that meant panic; today you open one of the fastest-iterating AI video generators, type a prompt, and watch a finished clip appear before the coffee cools. Speed is the new creative currency. Yet platforms differ. Some surface concept loops in seconds, others render polished talking-head explainers in minutes. Which tool truly wins the sprint from prompt to publish?

Training a large-language model drains cash fast. GPU time, cloud storage, and the talent to wrangle both can wipe out a young company's runway before the first enterprise contract lands.

Disconnected Data and Poor Forecasting are Undermining Strategy with AI Projects Highlighting the Risk.

The procurement landscape has undergone a seismic shift over the past few years. What once relied heavily on manual processes, spreadsheets, and gut instinct now operates in an environment where artificial intelligence analyses millions of data points in seconds, predicts supplier risks before they materialise, and optimises spending patterns with machine learning algorithms that continuously improve.