Year: 2022-2023
Client: Robert Fox
Category: Wotech
Location: Fot kde, USA

🤖 Case Study: AI-Powered Threat Detection System for a UK HealthTech Startup

Project Overview

A healthcare technology startup needed advanced, real-time threat detection that could adapt to evolving attack patterns. With sensitive patient data at stake, the client turned to Meerkat Security to implement an AI-driven monitoring solution.

What We Delivered

  • Deployed an AI-based threat detection system tailored to the client’s infrastructure

  • Integrated behavioral analytics to identify anomalies and zero-day threats

  • Built custom alert thresholds and incident response playbooks

  • Connected AI insights with the client’s SIEM for real-time reporting

  • Provided team training on interpreting and acting on alerts

Outcome

The client achieved proactive threat detection with a 65% improvement in incident response time. The system successfully flagged unauthorized access attempts, helping avoid a potential data breach. The solution also supported the client’s HIPAA and GDPR compliance efforts.

Tools & Technologies Used

  • Machine learning-based IDS/IPS

  • Azure Sentinel & custom AI models

  • Real-time log aggregation and alerting

  • Behavior-driven threat scoring

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