Mercimeks
Stüdyo
Adding AI is not a line on a feature list. It belongs when the user cannot finish a decision alone and a model can close that gap. Otherwise it becomes noise in the interface.
Decision first, model second
Do not pick a model before three questions are clear:
- What does the user not know?
- Is the answer a forecast or a record?
- What does a wrong output cost?
In personal finance, people do not want complex formulas. They want cashflow and how long a goal will take. That is not stock advice. gelir.ai produces scenarios — not guarantees.
Where it should stop
Investment promises, medical diagnosis, legal outcomes — a model that looks “sure” does harm. If the screen shows a score or a scenario, say clearly that it is not advice. Trust comes from the limit, not the claim.
When to skip it
No data, the answer already sits in a table, or one search finishes the job — skip it. Hangi Yağ is a decision tool: category, step-by-step fields, one search. No model; the form is set up correctly.
How we look at it
We do not sell “AI integration” before the need is clear. If the product truly needs it, data, limits, and interface sit in the same job. If not, a site or a brand is enough.
To see if it fits, write to us.