Private AI, Explained
Practical, jargon-free writing on private AI infrastructure: data sovereignty, compliance, pricing, and the real cost of AI. Written by the Convergence AI team — no templated sales talk.
Private AI vs Cloud AI: Where Your Data Actually Goes
Most AI subscriptions run your prompts on shared, multi-tenant infrastructure — sometimes subleased across third-party data centers, including overseas. Here's …
What HIPAA-Compliant AI Actually Requires (Beyond the BAA)
A BAA (business associate agreement) is not the same as data protection. If PHI leaves your control and is processed on shared infrastructure, you carry the ris…
AI for Law Firms: How to Use It Without Breaking Privilege
Law firms are adopting AI faster than almost any other professional services sector — but the data-handling rules haven't changed. Attorney-client privilege and…
The Real Cost of AI: Token Pricing vs Predictable Capacity
Per-token pricing looks affordable until you multiply it across a team, a year, and real usage. Here's how metered AI billing works, where the surprise costs hi…
AI Data Sovereignty, Explained for Business Owners
Data sovereignty means your data stays under your control: where it's processed, who can access it, and what happens to it. In the age of AI, sovereignty is the…
Why AI Data Centers Consume So Much Energy — and the Fix
Hyperscale AI buildouts draw megawatts of power and millions of gallons of water. The fix isn't less AI — it's smarter infrastructure. Here's how data center de…
Questions About Your Own Deployment?
We map your industry, workflows, data sources, and AI needs — no assumptions, no templated solutions.