AI agent monitoring, self-healing infrastructure, and lessons from the field.
NIST 800-171 §3.1.3 is a transit rule, not a data-classification rule. Here is how everyday AI use puts defense contractors out of compliance, the vendor-tier trap nobody is reading carefully, and the abuse-monitoring retention question almost no one knows about.
Small defense contractors run on a dozen disconnected applications and the human is the integration layer. Each new tool becomes the thirteenth system. Here is the actual wedge: train people on work, not on tools.
There is a brutal test for whether you own a small manufacturing business or whether the business owns you. Try to leave for two weeks. Here is why most defense contractors fail it and what it takes to pass.
NIST 800-171 §3.1.20 is the CMMC control that quietly catches everyone. Here's what 'verify and control/limit connections to and use of external systems' actually requires, and the everyday tools that put you out of compliance.
If your cloud touches CUI, there is a federal rule attached to it. Most contractors don't know it exists. Here's what DFARS 252.204-7012(b)(2)(ii)(D) requires after the December 2023 DoD memo.
Costpoint is powerful. It's also miserable to use. Here's how to get answers from your project data without navigating six menus.
Palantir serves the Pentagon. Scale AI serves the warfighter. Nobody serves the 163,000 small businesses that make up 73% of the defense supply chain.
If a DCSA assessor walked in tomorrow and asked where your CUI lives, what would you say? Here's where it actually is — and how to fix it.
You passed your CMMC Level 2 assessment. Your consultant left. And Monday morning, everything is exactly the same. Here's why — and what to do about it.
A federal judge ruled that AI-generated legal documents are not protected by attorney-client privilege. Here's what the Heppner ruling means for attorneys and business professionals.
Cron jobs are what transform a chatbot into an assistant that actually assists. Here's what nobody tells you about running them on an AI agent.