Useful thinking. Held to a standard.

We distinguish direct Edifio project experience from third-party research. Case studies should identify the work performed and avoid implying that a concept project is a client commission.

Prices, timelines, percentages, performance results, and product outcomes should include a source, measurement window, methodology, or clear statement that they are planning ranges rather than universal benchmarks.

AI tools may support research or drafting, but published material is reviewed for factual fit, customer usefulness, unsupported claims, and confidentiality before it is presented as Edifio guidance.

Client statements, owned products, partner acknowledgements, and independent third-party reviews are different forms of evidence. We do not label first-party testimonials as independently verified reviews.

Material errors should be corrected in the page, not hidden. Readers can report a factual issue to team@edifio.tech with the page URL and supporting detail.