AI automation for e-commerce & d2c.

An e-commerce operation selling on its own website plus two or three marketplaces is maintaining the same stock count in four places by hand. The cost is not the typing; it is the lag between the four, which is where oversells happen and where a listing goes on selling something that ran out yesterday. The fix is one source of truth pushed to every channel on change, with an alert when a channel rejects an update rather than a silent failure nobody notices until a customer does.