What do we want to achieve
At Shieldryx, we revolutionise how companies understand and manage user behaviour across their online services. In today’s connected world, organisations face growing challenges in maintaining safe, productive, and welcoming online environments. Shieldryx helps companies across industries gain deeper insights into how users interact with their online services, whether it’s e-commerce, digital communities, financial platforms, or any service that brings people together online.
Data-driven insights are the key to building healthier online communities. By providing clear, actionable information about user behaviour, we empower organisations to encourage positive engagement and discourage disruptive conduct
How do we do it
Our approach blends advanced technology with practical solutions to give our clients a true advantage in managing user behaviour. We harness the power of data science and artificial intelligence to analyse user activity across a variety of online platforms and services. By subscribing to our platform, clients gain access to valuable, algorithm-driven insights that reveal patterns, trends, and anomalies in user behavior—both historically and in real-time.
Our proprietary algorithms sift through vast amounts of data to identify users who consistently demonstrate risky, disruptive, or negative behaviours. These insights are compiled into easy-to-understand reports and dashboards, giving platform owners a holistic view of individual users and the broader community. This enables organisations to:
To make these insights as actionable as possible, we also provide robust API access. This allows clients to seamlessly integrate our intelligence into their own systems, automating moderation or user management workflows based on our findings. Whether it’s suspending a problematic account, flagging suspicious activity for review, or recognising positive contributions, our automation tools ensure that your response is both timely and efficient.
Why would you want this
Save Time & Resources: Automate moderation and management tasks using timely, accurate data—reducing manual effort and operational costs.
Protect Your Reputation: Address problematic behavior before it impacts your brand or community.
Shared Insight: Make decisions based on comprehensive behavioral patterns observed across various platforms, not just isolated incidents.
Efficient User Management: Detect duplicate or multi-account users and streamline your user base.
AI-Powered Analytics: Leverage advanced artificial intelligence to uncover trends and connections that traditional methods often miss..
Data & AI
Our Data & AI reports, generated from randomised example data, showcase what our platform can do. User activity is processed through our API and analyzed by our AI to identify behavioral patterns across services. Clients can integrate this intelligence directly through our export API or visualize it via our customizable dashboards.
AI ScorE
Our most advanced Data & AI report is featured below, making it easy to identify high-risk users at a glance. A higher score indicates a greater number of serious offenses, especially those exposed to larger audiences.
Top offenders by platform
The example below highlights our social media platform presence, illustrating the distribution of offenders across various platforms by user count and percentage. The legend (in order) represents Facebook, Instagram, Pinterest, Reddit, TikTok, Twitch, Twitter, and YouTube.
Amount of offenCes by email address
Top offenders by email address or username, along with the amount of offences they have been matched to across all platforms:
Top offenders by location
This report shows the hometowns of all identified offenders, highlighting which towns have the highest concentration of incidents. It provides insight into regional trends and areas with increased prevalence of offences:
Top offenders by public IP address
Top offenders by public IP, along with the amount of offences per IP:
