Scaling in ML/AI media workflows

Some weeks back, I was invited to a DPP panel discussion where one of the topics was how to scale your machine-learning (ML) workflows. I’m a woman of many hats, and in addition to my work at Umeå University (find Stockholm on a map, and let your eyes follow the coast upwards - we’re just below the arctic circle), I’m also acting CTO at Adlede AB and Codemill AB, two media tech companies with a strong emphasis on AI/ML in their product offerings. This means that when I was later asked to write a short blog on the same topic, I had many good people to call on, and there are a few points we wanted to share.