Insights Topic
Published INVISOM articles connected to data platforms.
4 articles
All insightsCloud and PlatformsFramework
Vendor neutrality does not mean avoiding vendors or running everything on two clouds. It means pricing the exit before you sign, and scoring it alongside features, cost and contract terms.
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.
Data ArchitectureComparison
The table-format war between Snowflake and Databricks is effectively over. The contest has moved up the stack, to where your business definitions, security policies and AI features live. That is where the architecture decision now sits.
Cloud and PlatformsExecutive Guide
Most enterprises do not need to chase GPUs or the best model across clouds. They need to run AI where their governed data already lives, decide deliberately how much residency they will pay for, and keep the exit cheap.