The expertise of a practitioner, not a critic.

OpenRevs assessments are conducted through the lens of technical execution, not generic marketing checklists.

Legacy of Execution

Deep grounding in technical reality informs our judgment of structural soundness and brand positioning.

Worked hands-on with multiple proprietary and open-source models, shipping full-stack systems long before AI became a mainstream commodity.

Our audits look past the surface "vibe" to evaluate the underlying structural soundness and brand positioning of your assets.

100k+ Assets Developed

Direct application of color theory and gradient aesthetics.

1,000+ Identities Evaluated

Critical analysis of brand maturity for institutional products.

Full-Stack Execution

Deep understanding of the friction between design and implementation.