Features are a dime a dozen, and good decision-making takes some real brainpower, something AI doesn't have.
Claude Code, Claude Design, Codex for Work, Google Antigravity … honestly, I'm getting tired of naming these. There are just so many of them, each one able to add cool features and functionality. In our day-to-day work at NITM and working with clients, I'm now so used to seeing over-featured solutions that I'm getting feature fatigue. Finding products that have way too much information, functionality, and design for simple needs.
It's almost as if AI is creating functionality for … AI. We really do need better decisions in the flow. As a great man once said: "With great power comes great responsibility."
You have to remember, you have the same access to the same models that every other user would. You're not special in that regard.
Where you are special is with how much understanding and knowledge you have of the problem, the solution you're building, and how the target user would benefit. AI only knows about historical issues. You, on the other hand, live through the problems and experiences that AI wishes it had. As such, you're able to come up with new, never-thought-of solutions and ways to add value. This is your superpower.
Run through this honestly before you greenlight your next feature or idea.
Our day-to-day experience building technology, scoping solutions, and coordinating and building teams at the micro level has shown us that while AI has deep knowledge on the macro level, it cannot truly innovate as humans do. We advise that at this time it's even more important that founders ideate and build in the shadows before letting the knowledge out to the public. This involves the following:
We are all too aware of how easy it is to document, scrape, and duplicate a technology solution in this day and age. The real competitive advantage is in ensuring you properly identify and service your customers from day one.
Here is what that looks like in practice. One of our clients did not need more onboarding features. They needed a better decision about where the actual friction was living in their flow. We guided the build of a conversational voice onboarding experience instead of stacking on more form fields and settings. The result: onboarding time dropped 75%, and users voluntarily shared three times more information than before. That is not a feature. That is a decision, made with domain understanding AI does not have, executed well.
Run through the checklist above. If you're building more than you're deciding, let's talk.
Every new AI tool will hand you more power to add more features. The responsibility is knowing when not to. Your domain knowledge, your lived experience with the problem, that is the thing AI cannot replicate. Protect it, refine it, and build in the shadows until you're ready to launch. Start by running through the checklist above.
Previously: Getting past the "ooo shiny" stage of AI and building for real
Stay tuned for more on how founders can protect their edge while everyone has access to the same tools.

The world is changing way too fast.


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