Anum Munir@Anummunir

Our project, the GSCR Agentic Control Center (Geopolitical & Supply Chain Risk), is a fully automated solution designed to protect enterprises from high-impact global disruptions. The core problem is the multi-million dollar loss incurred when companies react too slowly to sudden events like port closures or regional conflicts. Our system transforms this manual reaction process into instant, orchestrated resilience. The GSCR Agent is built on IBM watsonx Orchestrate and operates with a sophisticated Agentic Framework. When a risk is detected, the Agent does not wait for human intervention. Instead, it autonomously initiates a detailed workflow: 1: Detection & Analysis: The Agent calls its Digital Skills (APIs) to instantly check the status of critical supply ports and identify all impacted inventory (SKUs). 2: LLM Reflection and Decision: It uses LLM Reflection against a pre-defined Mitigation Strategy Knowledge Base (business policy) to rank available alternative logistics routes and determine the single best option based on the trade-off between cost and speed. 3: Human Handoff: The Agent presents this pre-vetted, optimal solution on our Dynamic UI for necessary one-click human approval (Human-in-the-Loop). 4: Autonomous Execution: Upon approval, the Agent calls its final Digital Skill to execute the route change in the SCM system immediately. By leveraging watsonx Orchestrate's power, the GSCR Agent reduces the time required to stabilize the supply chain from weeks to mere minutes, delivering a massive ROI and unparalleled operational security.

Opus-ClaimGuard is a robust, end-to-end workflow designed specifically for the Applied AI Challenge to bring trust and efficiency back to insurance claims processing. As a solo developer, Anum Munir, I focused on demonstrating the highest level of platform efficiency and auditability achievable. The Solution: This project features a unique hybrid decision engine built on the Opus platform. It is capable of combining strict, rule-based policy checks (e.g., auto-rejecting claims with an expired license) with deep Generative AI analysis. Winning Feature: Multimodal Auditability. The system handles multimodal input by simultaneously analyzing the claim document (for extracted text data) and the damage photo (visual evidence). This allows the AI to perform a crucial consistency check and assign a Fraud Probability Score. For high-risk cases, the system generates a full Audit Log that includes the AI's Rationale (e.g., 'Minor damage does not match the $15,000 claim request'). This solves the 'black box' problem and provides complete $\text{Intake} \to \text{Deliver}$ traceability, which is essential for regulated industries. This project proves that one developer can build powerful, auditable, and enterprise-ready solutions.

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!

Leverage Orchestrate’s digital skills to design solutions that automate repetitive tasks, orchestrate workflows across tools, and empower employees to focus on high-value work. ⏳ Complete your project in just 48 hours and showcase your innovation. 🚀 Gain hands-on experience building with IBM watsonx Orchestrate. 💡 Develop practical AI agents that reshape the way teams and organizations operate. ⭐ Learn directly from experts who will support you throughout the event. 🤝 Team up or work independently to bring your vision to life. 💰 Prizes: $10,000 🧑🏻‍💻 Sign up before the Kick-Off Stream and start shaping the future with IBM watsonx Orchestrate!

⏱️ You’ve got 48 hours - create, build, and launch! 🌟 Get direct access to Qubic, mentors, and ecosystem support. 💰 Compete for your share of $44,550 in prizes across two tracks. 🤝 Work solo or team up to design the next wave of blockchain innovation. 🧑‍💻 Sign up and start building on one of the world’s fastest decentralized networks..