That was at first, then Putin started having them murdered. If you think about it, there isn't much of a reason for the individual that is allowed to have all the power to share it with anybody.
So my, admittedly distant, understanding of modern Russia is that the FSB and Oligarchs have formed a symbiotic relationship, with Putin as its fulcrum.
The FSB secure the oligarchs, and prevent them from being prosecuted for siphoning off billions from the Russian economy. These get distributed down through to FSB leadership as bribes. The whole thing stays loyal to whatever leadership coalition keeps it going. Putin has proved quite good at that.
This arrangement is also underscored by a sort of modern descendent of Chekism. There's an ideological component besides all the corrupt money making.
You do the hard work of getting the oligarchs to buy up and consolidate the private assets first. Then it's even easier to take those large asset bundles.
this article is about NASA.. the history of corruption, authoritarianism and consolidation of power in private hands would be books longer than Balzac.