I have used the ArcGIS Editor for OpenStreetMap add-in for ArcMap to download into FGDB format. Use ArcMap to create a network dataset for routing if needed. Feel free to create packages for offline use. ArcGIS Pro can be used to open the FGDB and MXD files for use in the modern GIS app.
I would very much like to see the tool, especially the load network from OSM part, brought forward to ArcPro. Literally the only reason I kept ArcCatalog (Desktop) for the past few years was to make the network, and then bring it into ArcPro for analysis.
Although it's not a direct method, using https://overpass-turbo.eu/ to export OSM data in GeoJSON format and then using the ArcGIS Pro JSON To Features tool works well.
This is a key requirement for our workflows. I would second WalkerKB comment, this is now the only reason I need to keep going back to ArcCatalog. For me, the ability to load large (country sized) OSM files into a FGDB is the most important feature.
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