Why We Build AI the Expensive Way
Adversarial review, grounded corpora, and why accuracy is a solved engineering problem most AI products don't bother building.
Telecommunications Infrastructure Deserves Better Intelligence
Noevant's intelligence layer extends into telecommunications infrastructure. The SBC Analyzer is what happens when deep domain knowledge becomes an AI product.
Same Box, Different Question: What Succura's Architecture Could Do for a Cattle Herd
Succura's edge-AI box watches for a person on the floor and escalates. Could the same architecture watch a herd — static cameras plus a scheduled autonomous drone — and flag a specific animal that hasn't been seen in days? An honest art-of-the-possible look at what's real, what hardware it needs, an
One Afternoon, Seven APIs, One Answer: The Composable AI Tool Pattern
The most useful AI tools triangulate across public data that already exists. Seven free APIs, one AI synthesis layer, confidence scoring based on source agreement. Here's the pattern and why it matters.
The Operator's Stack: Running Six Companies Without Back-Office Headcount
Marine veteran. 32 years in enterprise IT — communications, collaboration, and infrastructure. No practical development or coding experience before this build. Two W-2 consulting engagements. Six companies under one holding entity. No back-office staff. This is the writeup of what running that experiment actually looks like — the tools, the
What an AI Chief of Staff Actually Does
"AI chief of staff" gets used loosely. Here's what one actually does for a high-revenue operator — persistent memory, cross-company context, and execution — based on a system run in production across six companies.