About Criterio

The validation layer for industry intelligence

Research is only as credible as the professionals willing to put their name on it.

Criterio is a publication by IN·KluSo that applies a mandatory validation layer to every piece of industry analysis it publishes. Unlike traditional industry reports — which are authored anonymously, bylined generically, or funded by the subject of the research — Criterio signals are locked until a credentialed professional in the relevant field publicly claims and endorses them.

The result is a corpus of market intelligence where every signal carries an explicit professional stake. The validator is not a ghost. They are a named, credentialed practitioner who has reviewed the methodology, agrees with the conclusions, and has attached their professional reputation to the analysis.

The Signal Credibility Index

SCI — Signal Credibility Index

Each Criterio signal carries an SCI score from 0.00 to 1.00. The score reflects the strength of the underlying evidence base: source quality, data recency, methodological transparency, and cross-source corroboration.

SCI is assigned by IN·KluSo researchers at publication and is not affected by validation status. A high SCI signal that hasn't been validated yet is still strong research — it just hasn't been claimed.

SCI does not reflect the validator's opinion. It reflects the research architecture.

Our principles

Criterio is not a peer-review journal. It is a practitioner validation system. The people endorsing these signals are operators, analysts, and strategists who work in the industries they're validating — not academics reviewing from the outside.

Ready to validate?

If you're a credentialed professional in Real Estate, Retail, or Brand — and you're willing to put your name on rigorous research — we want to hear from you.

Register as a Contributor