And my understanding is that the conditions would be horrific by almost any standard: the animals are kept confined, in extremely cramped and nasty conditions, often unable to move or turn around, all day and every day, seldom or never permitted to roam. (I'm ignoring the whole antibiotics overuse question.)
When they're ready for slaughter, they're crammed into trucks and transported for hundreds of miles, in all weather, standing in their own feces. Exhausted, terrified, and freezing or overheated after transport, many are shocked with electric prods or beaten to force them back out of the trucks. Then they are hit with bolt guns to "stun" them, after which their throats are slit.
The lucky cows are unconscious before they are sawed apart, but you can bet that the types of workers who do these dirty, low-paying jobs, hundreds of times per day, as quickly as possible, without clogging up the factory line, aren't always trained well enough nor concerned whether they cause suffering.
> A captive bolt stunning gun kills the animal and reduces it instantly unconscious without causing pain.
You are also belittling the work of these professionals. You sound like you have little knowledge of the industry in general.
I'll admit phrased that last part ("types of people") very badly, so let me clarify. First, I should say that I'm very keen to believe that most of these workers are (as you say) professionals. It sounds like, in your direct experience, they are, which is great. But here's the issue:
This work is dangerous (dealing with deadly equipment and huge stressed animals), dirty (in the Mike Rowe sense), and low-paying (at or near minimum wage, per Google). So the gist of what I'm saying is, in that type of high-pressure, low-ethical-incentive situation, it's simply inevitable that:
1. Mistakes get made. 2. Corners get cut. 3. Equipment fails. 4. A worker stops caring (or didn't care to begin with).
Even if we imagine that literally all workers in these jobs are infallible, professional, and compassionate, we still have to deal with equipment working non-optimally (see the link about the bolt guns above; they ain't perfect). This means that some nonzero % of cattle processed suffer during slaughter. Even if we're charitable and say that that number must be small, like 1%, that's still a hell of a lot of cattle suffering.
In addition, you can easily find first-person accounts from slaughterhouse workers who describe exactly this imperfect system in vivid detail, where some animals end up dismembered while still "sensate". (And this is totally skipping over all of the ethical issues with confinement and slaughter in the first place!) So, to sum up:
We know logically that we make cattle suffer at scale.
We know empirically that we make cattle suffer at scale.
I would really, really like to be wrong about this.
Cattle aside, it does seem like most all small animal meat is factory farmed (poultry & pork).
That's from your source there. While most farms/ranches might be family owned, most cattle are in large operations.
[0] https://www.omaha.com/news/plus/heavy-snow-freezing-temps-ha...
https://www.cbsnews.com/news/100000-cattle-feared-dead-after...
Poultry, for example, is no better. Male chicks are dumped onto conveyor belts and ground alive as they provide no value to the farmers (for meat or eggs).
Dairy farms are also equal to or worse than the factory farms you mentioned.
My single biggest issue with these meat alternatives is I cannot understand why it's costing so much more than actual meat.
I'd imagine it's because of the economies of scale; once production ramps up to sufficiently-high volume, the prices should in theory go down. Availability in fast food should hopefully help with that.
Subsidies are another aspect to this, though I don't know offhand how heavily cattle ranching is subsidized v., say, corn or soy.
The one ugly part for cattle is the slaughter, you need to have tough skin to work at a slaughterhouse.
https://www.dominionmovement.com/watch
Warning: it's quite shocking / bloody.