5 real world lessons from using AI to transform legacy software
06/11/25 at 02:00 AM
5 real world lessons from using AI to transform legacy software
Forbes - Innovation; by Muamer Cisija; 6/10/25
AI is not the future—it is already shaping our present. According to a recent Forbes survey, AI and machine learning represent the top tech spending area in 2025, capturing 42% of IT budgets. Moreover, an NTT survey conducted by WSJ Intelligence shows that 89% of global CEOs consider AI crucial for future profitability. ... Drawing from real-world use cases I've seen across sectors, here are five critical lessons for applying AI to transform legacy software and unlock growth.
- Start small and solve specific pain points. ...
- Purpose-built AI delivers superior results. ...
- AI should amplify, not replace human expertise. ...
- Scalability and robust support are non-negotiable. ...
- Proactivity beats reactivity. ...