# ​AI-Native Or Bolt-On Software? Understanding The Difference And Why It Matters

> Source: <https://www.machinebrief.com/news/ai-native-or-bolt-on-software-understanding-the-difference-a-mfw4>
> Published: 2026-09-17 13:15:00+00:00

# AI-Native Or Bolt-On Software? Understanding The Difference And Why It Matters

By Kunal Chopra, Forbes Councils MemberSource: 

[Forbes Innovation](https://www.forbes.com/innovation/)
When nearly every vendor claims AI, what matters is whether the AI was designed into the system or added to one built before it existed.

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