We might know. There is a survivor. Well, I think there is (there has been no mention of his condition since the accident). In which case he might be able to provide useful information to the investigation.
Given the reported weather, the final disposition of the aircraft, and what ShyTorque has described of the A109S autopilot system, this is strongly leaning towards pilot loss of control close to the ground at night in non-visual conditions.