Look around for any clues left behind.
You search about where you saw the mystery person for any clue you can find. There's not much to be found; the streets are even unusually clear of litter. The only thing you find of any promise is a single metal...thing. You can't tell what you've found, but it looks like some piece of advanced machinery and it has a tiny logo on it. You manage to match the logo to a local distributor with your amazing search engine skills. Now all you need to do is follow up on that lead.
Head to the factory warehouse. Track delivery routes for any patterns.