Confined space inspections are an important yet hazardous duty in industrial maintenance and asset management. Traditional methods involve inspection personnel physically entering hazardous locations, where they are exposed to toxic gasses, low oxygen levels, severe temperatures, and the rare but real threat of structural collapse. Thankfully, the way these inspections are carried out is changing due to developments in drone technology, especially with Light Detection and Ranging (LiDAR) drone units.