That's probably the very last spot where you want to use an LLM, especially not in Germany. One single mistake can cost you a fortune, and you won't be able to spot the mistake because you're not an expert. LLMs could be used to prime you for conversations with an expert (but be prepared to be corrected on points of law and fact) but they are no substitute. Corporate law is a legal minefield, tread with utmost care.
The whole proposition is in a way bizarre: if you have this problem you almost certainly can afford proper guidance and if you need to resort to an LLM for that guidance you almost certainly don't need such complex constructs in the first place!
I would say not with tax law anywhere. It is very complex and has all sorts of interactions between things - e.g. double tax treaties.
That said, a lot more people would probably use complex constructs if they were not so expensive to set up because of the advice needed. I just do not think LLMs help.
RAG are quite good with tax codes. That’s not particularly surprising you have documents telling you exactly what can be done and what is hard is knowing everything inside and putting everything together. That’s pretty much exactly in the sweet spot for LLM queries.
Crazy theory: most posts here are from German Tax office. They give a "free" advice, and send a fat tax penalty 5 years latter! Suprise: you never left!
If the German tax office is actually using HN for such schemes I'd have to give them more credit for using technology effectively than I currently do. It would be funny if they did though.
Those shouldn't be prohibitively expensive; even small businesses in the US can typically afford one.
Having an accountant is one of the hallmarks of a legitimate business.
If you're doing it on your own without a professional to watch out for you, and advise you, and take care of the details so you can do more important things, it isn't a company, it's a hobby.
Even hobbies are sometimes better done with an accountant. if you sell your garden surplus at a farmers market for example. They are not expensive if you only need a little help and can save a lot of trouble.
I'm not saying use it blindly. But it helps going into discussions with experts, advisers, etc. with some preparation and knowledge. Worst case you are wrong and they'll correct you and best case you pre-empt some actual problems. And it's not like advisers, accountants, etc. don't make mistakes, overlook stuff, or sometimes work against your interests. It helps being a bit hands on. And LLMs make that a lot easier.
Also LLMs are great for picking apart complex bureaucratic procedures, figuring out what next needs to be done, what the meaning is of some 10 page pile of crap the tax office dumped in your mail box, etc. Especially if you are not a native German speaker. You can ask your critical questions, get it to explain stuff you don't understand, etc. In the end, you are responsible for your actions. Limited liability in Germany isn't that limited. So, spending some time on figuring out whether you are doing it right is hard work. LLMs help.
But yeah, don't vibe run your private finances and sources of income.
That's probably the very last spot where you want to use an LLM, especially not in Germany. One single mistake can cost you a fortune, and you won't be able to spot the mistake because you're not an expert. LLMs could be used to prime you for conversations with an expert (but be prepared to be corrected on points of law and fact) but they are no substitute. Corporate law is a legal minefield, tread with utmost care.
The whole proposition is in a way bizarre: if you have this problem you almost certainly can afford proper guidance and if you need to resort to an LLM for that guidance you almost certainly don't need such complex constructs in the first place!