Rangga Yuda@djiflash3107

KiraKira is an AI-powered decision-support concept for small food and beverage (F&B) businesses that must prepare products before customer demand is fully known. Preparing too much can lead to leftovers and spoilage, while preparing too little may cause stockouts and missed sales. KiraKira is designed to accept sales reports through Excel/CSV uploads, manual forms, or photos of handwritten and printed records. Imported and extracted data is validated and reviewed before it is used for analysis. The system brings together business dashboards, product- and branch-level demand forecasting, daily preparation recommendations, a Business Action Center for practical next steps, and an AI-Assisted Promotion Planner for financially informed promotion concepts. Its Business Operations Agent is designed to retrieve approved business data, call analytical tools, and generate reports, operational plans, and business-focused visual assets. Forecasting uses statistical or machine-learning methods rather than relying on a language model alone. The Agent is designed to have read-only access to the operational database, while users review submitted records and generated outputs. KiraKira aims to connect business records to clear, evidence-based actions, helping small F&B operators plan with greater visibility while making data limitations explicit. Its architecture is designed to integrate AI services hosted on AMD cloud infrastructure.

Six Matches. One leaderboard. Build on AMD, earn points and compete for prizes.

🌎 Hybrid Hackathon | 💻 Online Build: 12-17 October 2026 | On-site phase: 17-18 October 2026 To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. The AMD Developer Hackathon: ACT III is a hands-on event for developers, founders, engineers and builders who want to push what’s possible with AI on real infrastructure. 📍 If approved for the on-site experience, you'll also have the opportunity to showcase your project live. Travel and accommodation will not be covered.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.