

· Strategy
The ROI of Edge AI: Shifting Inference from Cloud to Prosumer Hardware
The economic case for deploying local LLMs to eliminate API costs and latency. Why relying entirely on cloud inference is a massive tax on your margins.


The economic case for deploying local LLMs to eliminate API costs and latency. Why relying entirely on cloud inference is a massive tax on your margins.


Adding AI to existing processes fails; ROI requires embedding AI into the core workflow.


Moving from setting up the office to surviving the execution phase without failing ROI checks. A guide for the new Chief AI Officer.


You are not Google. Your moat is your data, not your ability to pre-train Llama-4. We dissect the math of architecture parity and the rise of Outcome-as-a-Service.