About

Clearer research assessment. Human judgment at the center.

Syllogos helps researchers assess academic papers with AI, clear criteria, and evidence they can question.

Assessment pathwayResearcher-led
01

Evidence

Source material organized

02

CRAF 4.6

Criteria applied across ten dimensions

03

Researcher

Interpretation remains researcher-led

AI supports assessment · Researchers retain interpretation
04/The founders

Built by an engineer. Grounded in scholarship.

Engineering and academic expertise shape every assessment.

ZSMontreal

Zeyyad Saleh

Co-founder & Chief Executive Officer

Zeyyad leads product, engineering, and company operations. He built Syllogos end to end: the desktop overlay, CRAF implementation, data systems, and sharing tools. Previously, he was CTO of an AI sales-enablement startup.

WSAbu Dhabi region

Dr. Wael Saleh

Co-founder & Chief Scientific Officer

Dr. Saleh leads scientific validity, framework calibration, and academic partnerships. He brings over twenty years of scholarship, more than twenty peer-reviewed publications, and a doctorate in the epistemology of knowledge production.

01/The problem

Research is hard to assess.

Assessing research takes years of reading, peer review, and methodological training. Clear criteria help researchers examine a study’s methods, evidence, originality, sources, and bias.

02/The solution

Make the criteria clear.

The Credibility Research Assessment Framework (CRAF 4.6) examines research across ten dimensions. Reports explain scores, evidence, and limitations to support critical appraisal.

03/Our stance

Keep researchers in charge.

AI can miss context or misread evidence. Syllogos supports research evaluation; it does not replace expert peer review. Five dialogic paradigms let you question an assessment through different methods and traditions of knowledge.

σ/the name

Syllogos σύλλογος

“A gathering” of AI and human expertise to assess research together.

Get in touch

Help shape Syllogos.

Join the beta, explore a research partnership, or share feedback. Your experience helps us improve the framework.