Home / Editorial policy

Editorial policy and review standards

KheyaMind publishes implementation guidance for business and technical buyers. Our standard is to distinguish what is verified, externally sourced, estimated, demonstrated, or only illustrative.

Source quality

We prefer primary sources: official documentation, regulators, standards bodies, original datasets, and peer-reviewed research. Secondary sources provide context, not a substitute for primary evidence.

Claim labelling

Company facts, external benchmarks, directional estimates, demonstrations, and hypothetical scenarios are labelled differently. A planning estimate is never presented as a client result.

Commercial independence

Service pages may explain KheyaMind capabilities, but product claims must remain testable and scoped. We do not publish generic ROI guarantees.

Human review

Named-author articles are reviewed for technical clarity, source relevance, unsupported certainty, and conflicts between the headline and underlying evidence.

Updates and corrections

Material corrections change the visible review date. Readers can report an issue through the contact page; confirmed errors are corrected.

Evidence status today

KheyaMind does not currently publish named, independently verifiable client case studies. Scenario pages and composite examples are therefore illustrative and must not be interpreted as client testimonials or guaranteed outcomes.

Read the evidence methodology

Policy owner: KheyaMind Editorial Team · Last reviewed: 17 July 2026