Topic
Operations
What AI Looks Like on a Dirty Construction Site
A post-construction cleaning job shows how AI can connect surveys, staffing, purchasing and quality control with decisions checked on site.
Tactical Pause: One Agent, Two Roles, One Window
One agent runs the workflow, pauses when either side sees a mismatch, helps change the system and reruns the same case. A practical account of shared control.
How to Build Bounded Agents
A practical architecture for bounded AI agents: one decision per module, versioned contracts, local tests, refusal evidence, coordinated validation, and human release.
Will AI move beyond the corporate walls?
Business AI works inside company walls. The next step is protected agent communication with suppliers, buyers and current market data.
Ask your corporate AI where the container is
A corporate assistant needs structured documents, reliable links, permissions and live data. This is the three-layer RAG design we used at NF ELIT.
A smart model cannot help if it has no one to call
Five containers split between Baltimore and Houston. The failure shows where LLM capability ends and reliable AI systems still fall short.
What really happens to your container at the Port of Baltimore
'Your container arrived' doesn't mean you can pick it up. The real timeline at the Port of Baltimore, ISF, customs, free time, demurrage, step by step.