Helium AI and GTT DATA target enterprise AI execution gap with scale-first partnership

As enterprises move rapidly from experimenting with AI to embedding it into core operations, a familiar challenge is emerging: while AI capabilities are advancing quickly, execution at scale remains elusive. Many organisations remain stuck between pilots and production, constrained by fragmented ownership, governance concerns and integration complexity.

Against this backdrop, Helium AI, developed by Neural Arc, has entered into a strategic partnership with GTT DATA to help enterprises deploy AI across business workflows in a governed, execution-led manner.

The partnership, announced on January 7, 2026, is aimed at global enterprises seeking to move beyond proof-of-concept deployments and operationalise AI across teams, systems and decision-making processes.

From AI pilots to enterprise execution

While generative and agentic AI technologies have matured significantly, operationalising them remains a bottleneck for many organisations—particularly in regulated industries. According to both companies, the gap lies less in intelligence and more in execution: aligning AI systems with ...