Vast Data has hired Amy Shapero as its first CFO, a move potentially signaling preparations for an IPO. The company's storage architecture combines flash storage devices with off-the-shelf hardware and specialized software, aiming to reduce the cost of building large AI models. Vast Data's technology is considered more mature than that of rival companies Weka and DDN, which are also pursuing similar efforts in the field of AI storage.