For most organizations, AI is still a giant in expectations with feet of clay in the present reality.
The promise of AI is real: automation, efficiency, margin growth.
But there is something that some prefer not to say out loud. When we talk about “AI strategy,” in many cases it is conceived on top of:
- Legacy systems
- Fragile data pipelines
- Accumulated technical debt
- Undocumented code / shadow IT
AI fails to deliver on its promise when we try to build the future on foundations we never reinforced.
Who Will Win#
The organizations that will win will not be those that “adopt AI faster,” but those with the courage to:
- Clean up their architecture
- Invest in data before demos
- Treat technical debt as a strategic problem, not just a technical one
AI does not replace hard work – it amplifies it. And those of us in technology have a responsibility: prepare the foundations and stop building castles in the air.