@darshancbe77737

Small businesses across Africa, Europe and many emerging markets still manage sales, inventory, debts, and expenses through chat messages, notebooks, memory, and spreadsheets. This often leads to lost transactions, forgotten debts, inventory mistakes, poor financial visibility, and difficult tax or audit preparation. TaLi SmartBookkeeper solves this problem by turning WhatsApp and Telegram into a complete AI-powered Financial Operating System. Users simply send natural language messages such as: • "Sold rice 20k" • "Grace owes me 15k" • "Added 50 bottles of water" TaLi automatically records transactions, updates inventory, tracks receivables and payables, generates financial reports, and provides business insights in real time. The system is powered by a Band-based multi-agent architecture: • Intake Agent — understands, validates, and structures requests • Ledger Agent — executes financial operations and maintains accurate records • CFO Agent — analyzes business performance, detects risks, and generates alerts The agents collaborate through Band event channels using structured task handoffs, shared context, traceable workflows, and distributed decision-making. By combining AI automation with everyday messaging platforms, TaLi helps small businesses reduce manual bookkeeping, improve financial visibility, maintain audit-ready records, and make smarter business decisions without accounting expertise.

🌉 On-site Only Hackathon | 📅 June 27–28, 2026 | 📍 San Francisco, CA This is an in-person hackathon in San Francisco for selected participants. Capacity is limited to 150 people, teams must include 3–5 members, and there is no online or hybrid participation. Build real-time AI apps that run directly on Snapdragon-powered mobile devices using ExecuTorch. Selected teams will get Samsung Galaxy S25 Ultra devices on-site for building, testing, and live demos. 📍 On-site Venue (June 27–28): The Web Data Loft by Bright Data 625 2nd St, San Francisco, CA 📱 Samsung Galaxy S25 Ultra devices provided on-site for selected teams 🧠 Learn from Qualcomm and Meta experts through workshops, mentorship, and hands-on support 🏆 Prizes include Meta Quest 3 headsets, Ray-Ban Meta AI Glasses, and post-event project support 🧑‍💻 Apply now to build the future of on-device AI with ExecuTorch and Snapdragon. Once pre-approved, you will receive further instructions on how to complete the acceptance process. Application deadline: June 17, 2026, at 11:59 PM PDT.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 💰 $10,000+ total prize pool Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.