CERNEN builds decision intelligence: work that sets out what the evidence supports, what it contradicts and what it cannot yet tell, and leaves the final word with the person who has to decide. This is the home of two pieces of that work.
Each has its own site with its own details. Pick the one that matches what you came for.
For researchers and institutions deciding what their research should do next. Send a manuscript, preprint or proposal to the Cernen desk and receive a considered reading, read by people, in confidence.
Our working demo built for the Google Cloud AI Builder Cup 2026. It is a tool for a municipal engineering office: each month's claimed construction progress is checked line by line against site photos before the office reports it.
Pick a role to sign in; no password. All projects, progress claims and amounts in the demo are fictional.
Every finding shows what it rests on, from the evidence behind a research reading to the box drawn on a site photo, so you can check it without taking our word for it.
The tools do the searching and the first pass. The decision, and the reason for it, stays with the person responsible.
"Can't tell" is an answer. A mismatch is a flag for review, not proof, and we say which is which.
Questions about either site, or about working with CERNEN.