Interface: From Promise to Practice and Hype to Reality – AI Transformation in 2026

Publication: Interface

Date published: 2026-01-05

Author: Jan Van Hoecke, VP of AI Strategy, iManage

Type: Thought leadership / Opinion piece

Jan Van Hoecke of iManage navigates the transition of artificial intelligence from speculative hype to practical, everyday utility. As a computer scientist, Van Hoecke argues that 2026 marks the year of "AI Realism," where the focus shifts from what AI could do to how it is actually being deployed to solve complex business problems. The article stresses:

• Pragmatic Implementation: Moving beyond pilot projects to deeply integrated enterprise workflows.

• Problem-Solving Mindset: Using AI as a targeted tool for specific business challenges rather than a universal solution.

• Maturity in Strategy: How organizations are evolving their AI strategies to prioritize reliability and scalable results.

• Bridging the Gap: Navigating the space between technological promise and operational reality.

Read the full article on Interface.