The challenge
Your context comes first.
High-volume imagery can create bandwidth pressure and variable compute spending. Different vision models also have different accuracy, memory, and throughput requirements.
How Corsantic can help
We profile the pipeline, evaluate candidate GPUs and models, and design the serving, storage, and monitoring layers. A staged migration allows you to validate performance before moving critical processing.