PayNova Guard — Digital Risk Dashboard Prototype
PayNova Guard explores how an analyst can review potential brand impersonation without losing sight of the evidence behind a risk score.
The interface groups monitoring, detections, investigations, incidents and brand assets into one responsive workspace. Its source implements a deterministic scoring engine, official-identity exclusions and controlled incident transitions, with backend persistence through AppDeploy.
The prototype distinguishes the Apple App Store adapter from seven fixture sources. It labels upstream fallback data separately and leaves logo similarity unevaluated when no image evidence exists. Scores support triage; they do not prove fraud.
This is a hackathon prototype, not a production security service or a paid-client result. Authentication, tenant isolation, scheduled crawling and automated takedown are outside its documented scope.
Project focus: responsive dashboard interfaces, React/TypeScript, API integration and clear data-provenance states. AI-assisted development.
Cover artwork: AI-generated concept illustration, not a screenshot of PayNova Guard. The pictured payment-risk layout, transaction counts, block rate and loss-prevention values are fictional and are not project results. The actual prototype focuses on brand-impersonation evidence and triage.
0 likes · 0 views · Nov 4, 2026
AI-assisted hackathon dashboard prototype for reviewing brand-risk signals, source provenance and incident states. Scores support triage, not proof of fraud.
