We present MeerKAT neutral hydrogen (H i) observations of the Fornax A group, that is likely falling into the Fornax cluster for the first time. Our H i image is sensitive to 1.4 × 10 19 atoms cm −2 over 44.1 km s −1 , where we detect H i in 10 galaxies and a total of (1.12 ± 0.02) × 10 9 M of H i in the intra-group medium (IGM). We search for signs of pre-processing in the 12 group galaxies with confirmed optical redshifts that reside within the sensitivity limit of our H i image. There are 9 galaxies that show evidence of pre-processing and we classify each galaxy into their respective pre-processing category, according to their H i morphology and gas (atomic and molecular) scaling relations. Galaxies yet to experience pre-processing have extended H i disks, a high H i content with a H 2 -to-H i ratio an order of magnitude lower than the median for their stellar mass. Galaxies that are currently being pre-processed display H i tails, truncated H i disks with typical gas fractions and H 2 -to-H i ratios. Galaxies in the advanced stages of pre-processing are the most H i deficient. If there is any H i, they have lost their outer H i disk and efficiently converted their H i to H 2 , resulting in H 2to-H i ratios an order of magnitude higher than the median for their stellar mass. The central, massive galaxy in our group (NGC 1316) underwent a 10:1 merger ∼ 2 Gyr ago, and ejected 6.6 -11.2 × 10 8 M of H i that we detect as clouds and streams in the IGM, some forming coherent structures up to ∼ 220 kpc in length. We also detect giant (∼ 100 kpc) ionised hydrogen (Hα) filaments in the IGM, likely from cool gas being removed (and subsequently ionised) from an infalling satellite. The Hα filaments are situated within the hot halo of NGC 1316 and there are localised regions that contain H i. We speculate that the Hα and multi-phase gas is supported by magnetic pressure (possibly assisted by the NGC 1316 AGN), such that the hot gas can condense and form H i that survives in the hot halo for cosmological timescales.