Insights Topic
Published INVISOM articles connected to machine learning.
3 articles
All insightsCloud and PlatformsTechnical Deep Dive
Kubernetes has become the default substrate for AI inference, but it is an operating model, not a product. Adopt it when you can staff a platform team and have enough workloads to share it; otherwise, buy the managed service and keep your containers portable.
Data ArchitectureTechnical Deep Dive
Databricks' real strength is that pipelines, models, agents and their traces share one governance layer. The price is that its newest AI features are serverless, billed on separate lines and unevenly available by region. Adopt it workload by workload, not wholesale.
Decision IntelligenceTechnical Deep Dive
Real time is a property of the decision, not the data. Pay for low latency only where the decision window demands it, and when you do, put most of the engineering into correctness at the point of action, because pipeline guarantees stop there.