I think this is where a lot of people get AI wrong.
Most users do not care about the model.
They do not care about the buzzwords.
They do not care about how advanced the backend sounds.
They care about one thing:
Does the app make life easier?
Does it save time?
Does it reduce effort?
Does it feel helpful?
Does it understand what they need faster than before?
That’s why I think the best AI apps won’t win because they look futuristic.
They’ll win because they feel useful.
And honestly, that’s a much harder problem than just adding AI to a product.
Because building a real AI app is not just plugging in a model.
It’s product thinking, workflow design, trust, usability, and making the experience work in the real world.
That gap between AI hype and AI people actually use is where things get interesting.
I’ve been exploring that space more lately here ai
What makes an AI app feel genuinely useful to you — and what makes it feel like a gimmick?
For me, an AI app feels genuinely useful when it saves time and simplifies tasks without making me think about how it works. Anything that feels like a gimmick usually overpromises or interrupts my workflow rather than helping.
Nam Le Thanh
Expanding the boundaries of software engineering. Where clean architecture meets cutting-edge technology.
True