There could be a lot of different things happening. Community nest incubation with multiple birds never had much success here. Som eggs end up getting chilled at some point. Depending on ambient temperature and stage of incubation, that doesn't have to be very long to spell disaster for an embryo. Occasionally one or more eggs doesn't get turned properly. A single hen in a single nest tends to be vigilant that all eggs are turned and safely tucked under her. I once had some young birds in a brooder house that I hadn't assigned to proper adult housing. I removed most of the cockerels once they started breeding. I left all the pullets behind because I wasn't brooding new chicks and I wasn't diligently proactive. The pullets started laying eggs in one large nest they made. Almost immediately 7 of the 9 pullets went broody all at once and the 8th sat with them occasionally. They were sitting on 26 eggs. One hatched. I should have kept track of that chick into adulthood to observe its personality. I imagined it would have been strange. Maybe even psychotic because all 7 pullets tried to mother the chick and constantly called it to each of them. Again, I should have been more proactive and put that chick with one mother in another building but I had too much going on. Ideally, when I had a dedicated broody hen, I put her in her own apartment with a single nest and her own food and water. I could then just ignore her till the eggs hatched. Then I would move her and the chicks back to her flock after they were about 3 days old. I only had three of those broody apartments at the time. I didn't know what to do with 7 dedicated setters, so I did nothing and ended up with one additional chicken.
All that said, there could be other issues. There is a myriad of reasons embryos fail after day 18. I'll list a few here. Breeder age, breeder genetics, breeder fertility and one that most people don't consider is breeder nutrition. Layer feed is adequate for body maintenance and egg production but insufficient to carry an embryo to full term with enough vigor to escape the shell.