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Security & AI Operations Monitor

Web Application / Completed

Security & AI Operations Monitor

Real-time security and AI-ops monitoring dashboard, architecture proven at enterprise scale (deployed across a multi-site apparel manufacturer's network) and run continuously on a self-hosted …

python · flask/fastapi · opnsense api · cloudflare · systemd cron · nebula · multi-provider llm routing (ollama · copilot · openai · deepseek)

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Case files

Applied in the field

Continuous Security Monitoring Across a Multi-Site Manufacturing Network

Apparel Manufacturing

Continuous Security Monitoring Across a Multi-Site Manufacturing Network

Security posture across a multi-site manufacturing network — domestic and international operations, ERP-adjacent systems, and a mix of legacy and modern infrastructure — was assessed reactively. WAN exposure, …

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