Is it possible to establish a ble connection while not advertising?

Hello, I developed a Ble application with nrf52832.
I currently have some services and characteristics.

I have mobile applications and I connect to my device and transfer data. I do not do pairing.

My device consumes 0.5mA energy when not doing Ble Advertising.
It consumes 0.9mA energy during advertising.

Currently, my device is constantly broadcasting in the routine and I connect from the mobile application when needed.

This is not something I want in terms of power consumption.

Here is what I want to do;

I want to get rid of the problem of continuous advertising after establishing a correct connection from my phone application once during the installation of the device. Is there a way to connect directly without advertising?

In summary, does pairing solve this problem?
I could not decide which area I should research.
In other words, does pairing in Ble mode eliminate the need for advertising?

My goal is to halve the power consumption in standby mode.

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