TECHNOLOGY · ADNIS PERSPECTIVE

Useful AI begins with a human need.

Why the workflow deserves as much attention as the technology.

Start with a specific task and the people doing it. Understand where time is lost, where judgment matters and what a useful outcome looks like.

Prototype a small workflow before expanding it. Assess the output with the people who will use it, and keep human review where factual accuracy and context matter.

Responsible design means being clear about limitations, data use and accountability. A simpler tool that solves a real problem is a useful place to begin.