Speech recognition is wrong often enough that any app trusting it blindly will eventually put the wrong number in somebody's accounts. So Buhata does not trust it. Everything you say passes through a confirmation before a single record is created.
The ladder a sentence climbs
Your words go through several stages, and most sentences never reach the last one.
- The grammar on your own device, which handles ordinary commands with no network at all
- The same grammar again after repairing a word against things you have written before
- A shared pool of phrasings, built from patterns many people use
- A cache of sentences you personally have said before
- Only then, the AI model
Nine commands in ten are answered before the model is ever consulted. That is what keeps the feature affordable, and it is why simple things happen instantly.
Then it asks
Whatever the answer came from, you see the same screen: every action it understood, listed, each one with a tick you can clear and a pencil you can press.
Pressing the pencil opens the app's own editor with the entry already filled, because a preview of a form is not the same as the form. It is the real one, with every field and every check it normally has.
What it does when it is unsure
If a line is missing something it needs, like a date, it says so rather than guessing. If it heard something it cannot do at all, it leaves it out instead of forcing it into the nearest thing it can.
Seven hours of sleep is not seven glasses of water, and an app that quietly files one as the other is worse than one that admits it did not understand.
And if it missed something entirely
There is a line at the bottom to add whatever it did not catch. Speaking again to fix one missed item would be a poor trade for your time.