AI
Local AI Inference: A Decision Framework for 2026
Cloud inference is cheap at small volume and expensive at scale. The crossover, priced both ways, sits near 20,000 requests a day.
Topic 02
AI
Agents, local inference, and what adoption looks like after the pilot.
3 pieces
AI
AI Agents Are a Permission Problem
An agent that reads email and holds credentials is not a chatbot with more features. It is a new identity in your environment, and it needs the same controls.
AI
AI Adoption Is a Workflow Problem
The pilots that fail are rarely the ones with the weakest model. They are the ones where nobody mapped the handoffs before automating them.