Given the scale of the problem, something like that will (should?) be done. If we take it seriously and figure out a political solution, eventually every current natural gas well will be converted to CCS and run in "reverse", as it were.
However, the energetics are such that most carbon capture, barring nanotech magic, will be done via enhanced weathering or tree burial.