Insights
How we think about AI in operations.
Short pieces on what it takes to make AI work inside real organisations: the security questions, the oversight, and where autonomous software earns its place.
Security is what we settle first
Most AI projects stall at the security review. We answer its questions in the first conversation, because by then the answers are cheap.
The order that typed itself
Most manufacturers still re-key every incoming PO into the ERP by hand. Here is what changes when the order enters itself and people only see the exceptions.
Donations without the detective work
A payment arrives with no reference and someone in finance spends twenty minutes finding the donor. Multiply by thousands, and matching becomes the mission’s quiet tax.
First-line AML at machine speed
Alert queues grow faster than investigation teams. The answer is not more analysts on first-line triage; it is a workflow that investigates first and escalates judgment.
Replenishment that never sleeps
Stock-outs on the shelf, overstock in the warehouse, and a buyer buried in order proposals. Continuous replenishment turns a weekly ritual into a running process.
The three-way match that matches itself
Invoice, purchase order, receipt: three documents that agree most of the time. So why does a person compare them line by line, every time?