Perspectives
Most teams exploring self-hosted AI focus on the wrong question. They ask 'can we deploy this?' when they should be asking 'can we operate this for the next two years?'
Thinking about moving away from Google Workspace? A practical business perspective on costs, data ownership, risks, and what to consider before migrating.
At a certain team size, per-seat SaaS pricing stops being a convenience and starts being a material line item. We examine the thresholds where self-hosted alternatives become financially and operationally justified.
Most access control decisions are made reactively — after incidents, audits, or compliance reviews. We make the case for treating identity and access management as a first-class infrastructure concern.
Open-source deployments often succeed technically and fail operationally. We break down the most common failure modes and what production-ready infrastructure actually requires beyond the initial deployment.
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