IBM rolls out ‘Enterprise Advantage’ to help companies move agentic AI from pilots to scale

IBM has introduced a new consulting-led offering aimed at one of the most persistent challenges in enterprise AI adoption: scaling agentic AI beyond isolated pilots while maintaining governance, security, and operational control.

Called IBM Enterprise Advantage, the service combines IBM’s consulting expertise with reusable AI assets and platform capabilities to help organisations design, build, and operate their own internal AI platforms. The approach is asset-based rather than project-led, reflecting a shift away from bespoke experimentation toward repeatable, enterprise-wide deployment models.

The service is designed to work across existing enterprise technology stacks, allowing organisations to scale agentic AI without changing their cloud providers, AI models, or core infrastructure. IBM said the offering supports environments running on Amazon Web Services, Google Cloud, Microsoft Azure, IBM watsonx, as well as both open- and closed-source models.

This vendor-agnostic positioning is likely to resonate with enterprises that are already locked into ...