A1: How to assure scalability of AI systems?

When deploying AI systems, it is important to have scalability built in:

• Rely on modern technologies that allow a fast and easy scaling (docker, cloud technologies)

• Use controlled environments, Dockerize

• Follow best practices as recommended by cloud technology providers

• Re-factor code appropriately and plan for production loads: use functions, use versioning tools (such as gitlab)