Some really great input guys. Obviously as you've all mentioned, reliability is paramount with anything in the garden. I've gone through plenty of timers, sensors and controllers myself, luckily I check the garden every day or 2 so nothing gets out of hand, but when my thermostat went, I found my room at 110F. No thanks!! So definitely I hear you all on that.
Part of the reason I personally believe this monitoring is so useful is for that very reason. Built in error-detection and alert systems will prevent you from NEEDING to check in on the garden every day, though as a hobby it's obviously still enjoyable to do so. Running several 10,000sq ft greenhouses or indoor commercial gardens, not so much. Nobody should have to log all that info on a daily basis when technology does everything else for us already. Most high end commercial applications are already using equipment like I'm working on, and often much more sophisticated. It's just completely inaccessible to anyone without a 6 figure budget. Things like grobot are GREAT IMO, cool features, have awesome reviews backing them, but paying $3k for what I'm suggesting plus a dosing pump is nuts! It can, and should, be done for under a grand if it's for small applications.
This is a lively discussion, and since I'm not the techy in the project I'm definitely very open to all the suggestions about specific functionality and compatibility to bring to the developers. We're going to be building from scratch, custom PCBs, sensors, etc so nothing is out of the question. Thanks again for all the input, keep it coming!