We need to see samples but there are a few things that come to mind...
- If you are looking at RAW files, depending on the viewer, you will only see the embedded JPEG which is garbage and not intended for anything other than a preview
- Again if you are looking at RAW files, depending on the program, they have ZERO default adjustments and that includes sharpening, noise reduction, etc. RAW images themselves are usually not very pleasing to look at, the purpose of a RAW file is to give you the most malleable file possible for post-production work. If you don't do that post-production work, you will probably be disappointed in the result.
- The Air uses a tiny 1/2.3" sensor and honestly the photo quality is quite bad in general. It does not have the same benefit from a computational photography standpoint as your Samsung S10 has - do not expect pictures as good as your S10 from the Air without careful processing of one or more RAW files, because that's what your S10 is doing but in a split second.
- Hows your exposure? Anything other than a perfect exposure on such a small sensor is going to leave you with noisy shadows
If you post some samples though it'll be easier to help you out - you will need to convert the files to JPEG first as you cannot post a DNG unless you link to it.