Independent research bureau
VEXEL
We investigate systems.
We publish the evidence.
01—04
RESEARCH / SYSTEMS / AI
01 / Manifesto
Rigorous research.
Useful findings.
We are an independent collective of researchers and engineers conducting authorized security and technology research.
Our work examines how systems behave in practice: implementation details, trust boundaries, model behavior, and the gap between design intent and deployed reality.
We publish reproducible findings, technical writeups, methodology, and remediation guidance with accuracy, restraint, and clear scope.
02 / Practice
Attack-Surface Review
Documenting externally reachable systems, trust boundaries, and deployment gaps through scoped, evidence-led assessment.
Application Analysis
Reviewing application behavior, source code, and configuration to identify reproducible security weaknesses.
AI & ML Research
Evaluating model behavior, system design, and practical applications through controlled experimentation.
Coordinated Disclosure
Turning validated findings into clear reports, responsible vendor coordination, and useful public documentation.
04 / Contact
Propose a research collaboration.
Share the scope, question, or system you want evaluated.