I hadn't thought about long range WiFi, would it be fast enough over say 500m?
The performance of a Wi-Fi network depends almost entirely on the radio environment where it's used. If it's the only
wireless LAN user of the 2.4GHz band on site and there is a clear line of sight path between the two stations it should work OK. As soon as you start adding more networks it will degrade.
It's also worth bearing in mind the Wi-Fi was never designed to work over long distances so it will be susceptible to multipath interference in a built up area with buildings, vehicles moving around, etc.
Whether it'll be usable for your application depends on the application itself and the environment you find yourself in, some of which is going to be difficult to answer right now, I guess. I would say it's worth a punt, though.
Why not get a couple of old access points and a pair of yagi antennas and try a mock-up locally to see if it is likely to be a winner?