Operations

Most AI overspend is not from using AI. It is from running a frontier model for work an economy model would do identically. The Modelnomics framework for matching model to task.

Most security advice for small companies sounds like it was written for a Fortune 500. This is what credential hygiene actually looks like for a 5-50 person team, shipped for a real client, sanitized and generalized.

The "Token Tax" is the unnecessary expenditure on LLM inference costs caused by inefficient prompting, redundant data processing, and lack of structure-aware document chunking. For mid-sized enterprises, this unoptimized AI architecture can lead to 40-60% revenue leakage in cloud and API costs - a "tax" that can be eliminated through intelligent, production-grade orchestration. The Hidden Drain on the Denver Tech Stack In the Denver and DTC tech corridors, we’ve moved past th