Private AI Deployment

2 articles on private ai deployment

Open Source LLM vs Proprietary: A Decision Framework for Regulated Enterprises Deploying Private AI

Open Source LLM vs Proprietary: A Decision Framework for Regulated Enterprises Deploying Private AI

The open source LLM vs proprietary debate misses the point for regulated enterprises. What actually matters is control—over your data, your models, your audit trail, and your operational risk.

The Private AI Imperative: Why Regulated Enterprises Are Abandoning Public AI APIs

The Private AI Imperative: Why Regulated Enterprises Are Abandoning Public AI APIs

The honeymoon with public AI APIs is over for regulated industries. Here’s the risk calculus that’s driving CTOs to pull their most sensitive workloads behind their own walls — and a framework for deciding when that move is non-negotiable.