Everything in one place.
Product, AI, development and infrastructure. Fewer gaps between the people who plan, build and operate.
Between the people who specify, the people who build and the people who have to run it. The demo works, then it meets real data, permissions, security and production. That is where most projects stall.
That is exactly where I work. I built and led an automation team, built infrastructure on Azure and Kubernetes, and set up on-prem clusters in closed, air-gapped environments with EKS Anywhere and OpenShift, where there is no room for improvisation. And I taught software engineering as an assistant lecturer at Ariel University, so I know how to pass the knowledge on.
What you get: one person who understands the business problem, builds the AI solution, brings it up in your environment and leaves behind a team that can own it. No gaps between vendors, and no demo that never reaches production.