AI TRANSFORMATION | CHRISTINA SANDEMA-SOMBE
AI Tools Are Not the Same as AI Transformation
Where People and Data Meet.
A company can announce an AI transformation without changing a single frustrating workflow. Another can make a meaningful improvement with one carefully designed task.
The distinction is evidence. What changed for the employee or customer? Did quality improve? Was time saved? Can someone reproduce the result?
Begin with the work, not the software. Document the current process, select the step that benefits from assistance and keep human review where it matters.
Useful AI is evaluated by the business outcome it improves, not by the excitement surrounding the tool.
Move beyond AI tools to operating improvements
I help teams select the right business problems, redesign processes and introduce AI with accountability and clear success measures.