I find it humbling to hear about how much goes on behind the scenes in different industries that we so often take for granted, I'd bet the average person probably hasn't thought much about the shipping industry until the whole Suez situation over the past week (including myself coming from a family of three generations of sailors haha). Correct me if I'm wrong but given the real-time nature of your data I'm assuming…
That said, maintaining realtime information for decision making does have to deal with spotty data (AIS for example, may drop out), so all of our sources have fallback and catch safeties that will (depending on the source and the action context) fall back to a best value, or prevent the action entirely if there is not enough confidence.