Saarah Zareen@saarah

As cyberattacks rise, SOC teams face alert fatigue and slow manual triage. Our AI-powered Tier-0 SOC Analyst workflow, built on Opus, automates intake, analysis, risk scoring, and reporting to cut false positives and improve efficiency. We built a simple UI where analysts can upload emails, syslogs, SIEM logs, file metadata, text, and URLs in formats like TXT, PDF, CSV, or direct links. The UI securely sends all inputs to Opus via API, ensuring wide coverage and strong integration. Opus extracts raw content and normalises everything into a unified JSON structure with reliable validation and retry logic. Large-scale IoC extraction identifies IPs, domains, URLs, hashes, and email IDs. Since external services were unreliable, we built a RAG module to classify suspicious or malicious patterns. All IoCs then go through an enrichment stage that adds context, reputation, threat tags, domain age, and confidence, producing a consistent enriched dataset. Two decision nodes handle triage: the first checks whether an IoC is malicious. Clean IoCs go straight to output for automatic report generation, while malicious ones are severity-scored and reviewed by AI. The second node checks if the severity is equal to or greater than 70. Lower scores generate tickets automatically; higher scores trigger human review before finalisation. AI review occurs at key stages—normalised data, enriched IoCs, severity, and final ticket—while human review is reserved for high-risk cases. The workflow ends by generating a report and audit trail, displayed on the UI for full visibility. The system aligns with the UAE and GCC visions in the Middle East by demonstrating a secure, efficient, and scalable AI-driven cybersecurity model. Note: Add our RAG PDF to the RAG Extraction input: https://drive.google.com/file/d/1HYgv4h4W0oWzx2wcMFyGerX1e-4Ba-X5/view Also generate your own PDF API key and add it to the Bearer Auth field in the Report and Audit Artefact Generation node.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!