Since you mentioned you’ve been on BP for a long time, you probably recognize this style—people here take the time to write long responses because they care and want to help, not to judge or take shots at you.

But its hard to recognize a good deal.

I agree that LLC1 should recognize "Gross Income" though I would imagine its of basis and the COGS is basis to net to zero.

I think at some point you have to recognize you had a good run and take your chips off the table.

Most lenders also will recognize a wrap as "off setting income" and allow for the new VA loan without a refinance.

It is however important to recognize that new construction does not pencil in most asset classes or most markets right now.

The number of participants has exploded, and the barrier to calling oneself a “syndicator” is now extremely low.A few thousand dollars spent on education and a small amount of capital lent to someone else’s deal can quickly be turned into professional websites, pitch decks, and online marketing materials that suggest ownership of hundreds or even thousands of apartment units.

The IRS recognizes 6 methods for conducting a cost segregation analysis. 

All that was required was recognize the highest value utilization (the law was changed so his highest value utilization is no longer allowed).  

That said, based on my experience working with real estate bookkeeping clients and using AI tools internally, AI still has meaningful limitations.AI is good at recognizing patterns, but bookkeeping—especially for real estate—is full of nuance: distinguishing repairs vs. improvements, properly handling owner contributions and distributions, allocating expenses across properties, class tracking, loan activity, depreciation-related items, and state-specific considerations.