Fragmented identity
A brand can appear across different names, channels and digital addresses.
DIGITAL IDENTITY INTELLIGENCE
Your brand builds
trust.
Let’s protect it.
We’re developing preventive intelligence to help organizations identify signals of digital impersonation and protect what takes years to build.
IN VALIDATIONA vision for the future. One step at a time.
IDENTITY MAPCONCEPT / 001
WHAT WE’RE BUILDINGDigital Brand ProtectionBrand Impersonation IntelligencePreventive Risk Intelligence
01 / THE INVISIBLE PROBLEM
Recognized doesn’t mean protected.
An identity takes years to earn trust. A similar address can put that trust in question.
When people recognize a company’s name, they may assume that a similar web address belongs to the same organization. That association can be exploited to create confusion, impersonation and attempted fraud. Registering the primary domain is only part of the picture.
Limited visibility
Without a dedicated team, new signals can go unnoticed.
Reactive response
Discovering an issue through a complaint can increase the work needed to clarify and respond.
02 / OUR VISION
From discovery to preventive intelligence.
We want to turn scattered digital signals into understandable information and better-informed decisions.
PLANNED CAPABILITIES
01/
DiscoverFind signals
Identify potential points of confusion associated with a digital identity.
02/
UnderstandAdd context
Contextualize signals to distinguish coincidences from situations worth investigating.
03/
PrioritizeFocus attention
Organize relevant signals while reducing noise and unnecessary alerts.
04/
RespondSupport action
Support the evaluation of preventive measures and response processes.
03 / THE FIRST STEP
Every meaningful solution starts with a question.
How easily could a digital identity be confused?
Our first proof of concept builds on an experimental similar-domain analysis tool originating in ETNRLZ Lab. A concrete starting point for the broader vision we want to build.
Explore the demoPRE-MVP / EXPERIMENTAL01
brand.example
brɑnd.examplebrand-example.testbrannd.example
ILLUSTRATIVE EXAMPLE · NO QUERY
The public integration is in preparation. Explore a clearly labeled illustrative example, without live queries or real results.
04 / WHY NOW
Digital trust is part of every business.
Beyond the website
A company’s identity extends across channels, communities and digital relationships.
More touchpoints
Digitalization expands the places where people need to recognize a brand.
More accessible protection
Small and mid-sized organizations need useful intelligence without relying on large specialist teams.
WHO WE’RE BUILDING FOR
An identity to protect. Different realities.
Initial segments we want to listen to and understand during validation.
Digital brands & e-commerce
Businesses whose reputation and customer relationships depend on digital channels.
Creators & communities
People and organizations with public identities recognized by their audiences.
Growing companies
Businesses seeking greater digital protection maturity with lean teams.
Digital platforms & services
Companies whose interactions with users depend on credibility and trust.
05 / APPLIED INTELLIGENCE
AI with purpose.
Beyond more alerts.
We believe AI can turn fragmented information into more useful contextual analysis. Our vision combines automation and applied intelligence to support consistent, explainable assessments proportionate to the signals identified.
Principles guiding development. AI capabilities still require research and validation.
01Explainability
02Fewer false positives
03Contextual prioritization
04Human oversight
05Computational efficiency
06Responsible AI
06 / ROADMAP
An ambitious vision. Built in stages.
Each stage needs to generate learning before opening the way to the next.
STAGE 01
Exploration & demonstration
In developmentExperimental similar-domain analysis, usability evaluation and interest validation.
STAGE 02
Monitoring & context
PlannedMove from one-off analysis toward tracking changes and contextual interpretation.
STAGE 03
AI-assisted intelligence
Research plannedExpand analysis and prioritization capabilities through artificial intelligence.
STAGE 04
Commercial platform
Future visionEvolve into a B2B SaaS product for operations, collaboration and response support.
07 / THE PERSON BEHIND IT
From technical curiosity to working solutions.
BrandGuard AI is a product project in development, conceived by the founder of Vexio Studio. It builds on an ability to identify problems, integrate technologies and turn concepts into working tools.
GY+
Gustavo Yudi
Founder of Vexio Studio · Creator of BrandGuard AI
Hands-on experience in web applications and systems, process automation, platform integration, infrastructure and AI applications. His academic background and interest in Cyber Defense connect with entrepreneurial experience building solutions for businesses.
DevelopmentAutomationArtificial intelligenceCyber Defense
08 / LET’S TALK
The next step starts with a conversation.
We want to hear from people facing this problem and connect with those who can help build the solution.
Investors & partners
Explore the opportunity, business vision and current stage of development.
View the project overview