AI turning core operating capability for e-com: Pattern report

AI is no longer a future bet for e-commerce—it is becoming a core operating capability. But while investment is rising, confidence is not, noted the report.

The research found that 78 per cent of global e-commerce leaders say next-day delivery expectations are straining supply chains, while 76 per cent agree that managing brand control across proliferating digital channels is increasingly difficult.

The race to meet consumer expectations while maintaining profitability has never been more intense, the report noted.

In this environment, AI has become the strategic imperative, unlocking unprecedented opportunities across the entire e-commerce lifecycle, it said.

The global AI-enabled e-commerce market projected to reach $22.6 billion by 2032. AI is reshaping how brands operate, compete and lead.

Across global markets, senior leaders are making a decisive shift from cautious curiosity to confident investment in AI.

Over the past 12 months, e-commerce companies globally have invested on average $291,626 in AI, and this figure is set to rise to $323,886 this year. Germany is leading both current and projected spend, signalling a strong national commitment to AI-led transformation. 

However, this surge in investment is not happening in isolation. It is unfolding alongside a wave of regulatory scrutiny and government-led initiatives. Three-quarters of e-commerce organisations globally agree that local government attitudes or regulations have influenced their adoption of AI.

Twenty-nine per cent of surveyed organisations already view AI as a core strategic enabler across the business.

Close to three-quarters of organisations are actively investing in AI to improve decision-making across marketing, logistics and fulfilment, with the United Kingdom leading at 81 per cent. It is followed by the United States at 80 per cent, the United Arab Emirates (UAE) at 76 per cent and Germany at 69 per cent.

Three-quarters of respondents believe their industry will be unrecognisable due to AI in five years, and that AI is strategically important to their growth over the next 12–24 months.

AI agents—autonomous systems that act on behalf of customers—are poised to redefine how products are discovered and purchased. From personal shopping assistants to autonomous recommendation engines, these agents will soon become the gatekeepers of commerce.

They interpret natural-language prompts, anticipate intent, compare products across multiple criteria, and even execute purchases autonomously. Post-purchase, they enable predictive reordering and personalised support.

Fifty-seven per cent are exploring use cases for AI agents, and 33 per cent are already actively preparing for its rollout.

Sector-specific readiness varies. Fashion leads, with 46 per cent already prepared for AI agents to become the primary source of customer discovery and purchase, and 44 per cent of companies are actively exploring use cases.

UK-based Pattern accelerates brands on global e-commerce marketplaces leveraging proprietary technology and AI.

Fibre2Fashion News Desk (DS)