You can get close to an autonomous factory (machines requesting new reels form storage, robots bringing them to the load station, SPI& AOI rejecting pcbs to a divert magazine etc) but there is no robot to load a feeder with a new reel, or change a feeder or one with enough common sense to sort out those little issues that will crop up from time to time. While these factories exist in the promo vids for SMART factories I don't know who has them, clearly not china, they have heavily staffed SMT lines if YouTube tours are anything to go by. Maybe high end manufacturers like Miele ? This isn't something you'd do with a FOX tho', you'd just buy something faster.
As to the Fox, while admittedly the Paraquda I have is now an older platform it is where the ePlace software comes from and while I'm not on the very latest version, it won't be all that different. It is quite nice to use, there are a few moderately annoying glitches that crop up when moving between screens or selections but nothing that stop the machine carrying out its function unlike some of this which seems unacceptable to me
https://smtnet.com/Forums/index.cfm?fuseaction=view_thread&CFApp=1&Thread_ID=21056&mc=6 . Setting up new jobs in indeed super easy, and gets easier & quicker the more you do. As of yet I don't think you can directly import ODB++ which could be a nice feature, nor can you display the assembly layer (or any gerber) as part of the image, something else that could potentially be useful.
I don't know what they would mean by auto-correct, that sounds like what every machine does where it alters the pick position based on the alignment which is nothing special for a machine with optical alignment.
It is compact yes but that does come at a cost, which may or may not affect you, it only handles smaller boards and if you add tray changers to Essemtec machines, the max PCB size shrinks again.
Changeovers: I don't think you could really say these were any quicker on Essemtec than any other modeern machine with intelligent feeders that are easy to load. If you want the fastest that accolade probably goes to Mycronic with their Agilis system - a key selling point of their platform, which is anything but compact. Equally look at Samsung feeders where you can stick the next tape in the feeder while the old one is still in use when working in high volume and it will switch over on its own.
However truly rapid changeover is achieved by having enough feeders to load the next lot, on trolleys, while the current job is running or just to have so many permanently on the machine that most of it is already loaded (Europlacer is the king here).
Misspicks: It seems very odd to me that there would be a visible number of picking issues on a demo line at a show, optical alignment does allow you to set all sorts of parameters to accept or reject a part at which point to either return it to its tray or drop it in the reject bin. If your parameters are out or you have the wrong nozzle, sure this can raise the number of them but there's not much excuse on a demo line that was probably placing generic parts on a demo board they run all the time or drawing a twee logo with parts. You probably saw it with HyQ feeders while I run CLM so I can't comment on those but if they still try and sell the old style deep pocket feeder (which is the only option for anything over 6mm height with CLM feders), they are to be avoided at all costs, utter garbage.
In my experience my highest pick failure is a total failure to pick at all, this typically crops up on one specific lane for no apparent reason and will randomly go awayon another job or a software restart, its not common but enough that its an issue I recognise.
In a Lab with no conveyor it has an unrivalled max feeder count in a tiny footprint, and this is where perhaps the dispensing options make sense (and they are better than anyone elses) however dispensing paste makes no economic sense to most people. As soon as you move to the production environment it has some pretty strong competition on price from machines that will place faster and have fewer restrictions and more features. I like our Paraquda, it is excellent at what it does, the way we use it, but if we suddenly needed a line that handled higher volume, automated end to end, I personally wouldn't even look at Essemtec as I know I can get more for less (and cheaper to run) elsewhere.