Sustainable AI Infrastructure After the Credits Run Out - Why HEIMDEX Started Diversifying Cloud Vendors with Air Cloud Running a video AI service depends as much on the GPU infrastructure behind it as on model performance. In the research phase, teams need to repeatedly experiment with different algorithms and models. In the service phase, they need to index customer data quickly and scale GPU resources with traffic. But because GPU usage isn't constant, it's difficult to se