The 2026 B2B Commerce AI Benchmark

OroCommerce

We surveyed 100 B2B manufacturers and distributors to understand the gap between companies seeing ROI and those still stuck in pilot mode. What we found challenges the hype.

The Reality of Enterprise AI Deployment

When we map out the maturity of B2B commerce specifically, the reality of scaling AI becomes clear.

Our AI report benchmark reveals four distinct stages of adoption:

Fully integrated: Only 8% have deployed AI enterprise-wide.
Scaling: 37% have deployed it in multiple functions with measurable results.
Emerging: 35% are running tools in isolated areas and seeing limited results.
Early stages: 19% remain stuck piloting in limited areas.

The gap between these groups is widening. The leaders capturing significant value are rapidly compounding their competitive advantage. Meanwhile, two-thirds of the market remains caught in the middle, trying to extract ROI from disconnected systems.

While organizations are using AI at unprecedented volumes, our key findings highlight that you can’t buy your way out of technical debt with a smarter algorithm.

To achieve true organizational readiness and extract the most value, your focus must shift from the software to the architecture.

The path to sustainable enterprise AI adoption requires unifying your data foundation long before you ever delegate authority to AI agents.

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