Problem
Coordinated narratives can become business risk before teams connect fragmented signals across channels. Raw monitoring data does not support decisions without context, velocity and reliable evidence.
AI Narrative Security
SociGuard
Making disinformation visible before it becomes business risk
An enterprise platform that monitors coordinated manipulation and unifies narrative velocity, evidence and explainable risk scoring in one operational workflow.
official websiteProduct approach
SociGuard brings narrative activity into a shared view and presents clusters, propagation velocity and risk levels with explainable context. It connects evidence, ownership and escalation in one operational workflow.
My focus as founder and product developer
Clarify the problem, design a reliable product flow and take the system to production. I evaluate architecture together with security, operations and user value.
Core capabilities
- Cross-channel monitoring
- Narrative clustering
- Explainable scoring
- Evidence workflow
- Escalation control
- Governance