I searched that PDF for family/families and found nothing, but I did find that you are actually even more correct. Most of that report is about accredited investors. Less than 5% of non-accredited investors own private securities. So, it's actually quite rare.

That said, to answer your question, you could own Flock stock. Private companies often offer stock to employees and others.