That amp should be under warranty. At least you are covered there. You may have to send it back to the place you bought it from. Before you do, you can change the preamp tubes first. If you can get one or two, that may be all you need.
Since this is a new amp that would rule out it being a limited edition. Tt should have 4 screws on the front panel or face plate just below the control panel. Note that the face plate will be a tight fit due to the piping material on used to surround the face plate. This face plate is removable and there is an access area behind it for ease of preamp tube replacement. The window is rather small but if you place the amp on one side it is easier to get the tube shields off and replace the tubes.
Losen the screws on the faceplate but do not fully remove them. The two on the bottom can be used as leverage or pulls to get the face plate to swing out from the bottom. If you have a limited edition model, you literally have to pull the chassis out as the faceplate of that version is not removable. Trying to reach the preamp tubes from the rear of the amp is very difficult since the cooling fan and a few of the chokes and one small transformer for the reverb is difficult to get around from the back side.
With just one good tube, you can start with V1, turn on the amp and see if any changes occurred. If yes, you found the culprit. If no, put the original back in and move to the next tube. The signal path for CH2, CH3 is as follows (without listing the individual triodes) V1-> V3->V4-> V2-> V5.
It should be possible to use any 12AX7 tube in the JP2C. However, sticking with the Mesa branded tube may be best as it is a new amp.
Note: I did try some Russian preamp tubes, EH, Mullard, and Tung Sol but had issues with a motor-boating sound. Not sure what caused that to occur but it was some form of self-oscillation. The tubes I tried did have some use on them. That issue never occurred with the Mesa branded JJ tube. The other is the JJ ECC83s (same tube) as that used by Mesa.
If you cannot find the Mesa branded tubes, you can get them from TAD but will not have the Mesa logo on it.
Frame grid JJ 12AX7, E83CC. These tubes are of good quality and are a step up from the JJ ECC83s. Much less noise floor and nice sonic characteristics. They look the same as the ECC83s but have different internal control grid structure. I have run these in the JP2C.
https://www.tubeampdoctor.com/en/7025/e83cc-jj-highgrade-tad-premium-selected?c=138
The following are much the same as the Mesa 12AX7 tube. JJ ECC83s.
https://www.tubeampdoctor.com/en/ecc83-jj-tad-premium-selected?c=138
https://www.tubeampdoctor.com/en/ecc83-jj-tad-balanced-phase-driver-selection?c=138
If you cannot find what preamp tube is at fault, make sure you have all of the original tubes in the amp if you have to go back to the place you bought it from. They may be able to help you get the issue resolved or may end up replacing the amp with another one if the amp was damaged during shipping. Something inside may have become disconnected. There are some ribbon cables to connect some parts of the preamp. This is not something you want to go poking around in if you have no clue what you are doing. Tube amps run on a high voltage power supply in the range of 450VDC. The capacitors used in the power supply may still have stored energy at that voltage or within lethal levels so last thing you want to do is find out with your fingers that it does. That may be the last thing you do in your life, so keep your hands out. I am just showing you the inside. The likelihood of a connection becoming loose is very low. The speaker on/off switch is soldered directly to the rear board. Leave that for a tech to service under warranty. Besides that, getting the chassis out of the head shell is not as bad as trying to get it back in.