Hadia Ishtiaq@hadiaishtiaqq

RevenueRadarAI is an autonomous deep-web intelligence engine designed to give Go-To-Market (GTM), sales, and product teams real-time visibility into competitor movements before they impact revenue. The platform solves the biggest challenge in market intelligence: stale, geo-blocked, and unstructured data. Using Bright Data’s full infrastructure stack, the application automatically maps the competitive landscape. At signup, the platform utilizes the SERP API to perform multi-angle competitor searches. Every 5 minutes, an autonomous background monitor tracks competitor updates. The system uses Web Unlocker to retrieve pricing pages and Scraping Browser to parse JavaScript-heavy pages like LinkedIn and Crunchbase via the MCP Web Scraper API, storing social sentiment from Reddit and competitor funding updates. To compile these raw web signals into strategic assets, the application feeds data into an AIML API reasoning loop (using GPT-4o-mini) to generate competitor battlecards, win/loss playbooks, and calculate B2B account buying intent scores (0-100) based on real-time hiring trends. Furthermore, the platform integrates Speechmatics to transcribe competitor podcasts and product keynotes, and uses Cognee's graph memory sidecar to build a semantic database of market signals across sessions. Critical alerts are pushed instantly to sales teams via Slack webhook integration.

The Problem Small and medium enterprises (SMEs) in emerging markets manage over 70% of their operations using physical paperwork, manual ledgers, and fragmented supply chains. This reliance on analog processes leads to severe stockouts, customer churn, and a complete lack of forecasting, causing SMEs to leak up to 30% of their potential annual revenue. Legacy ERP systems fail here because they demand high digital literacy, steep upfront costs, and manual data entry that traditional store owners cannot sustain. The Solution: MarketMaster AI MarketMaster AI is an autonomous, multi-agent B2B retail digitization and automation platform that bridges this analog-to-digital divide. Powered natively by IBM WatsonX Granite (Granite-3-8b-Instruct and Granite-3-2b-Vision) and developed with the assistance of IBM Bob, the platform features four specialized AI agents operating in an autonomous ReAct tool-calling loop: IBM Bob Agent (Vision-to-Code & NL2SQL): Users take a photo of a physical delivery challan or invoice. The agent extracts structured data, updates the database via secure SQL mutations, and enables natural language querying (NL2SQL) in English or Urdu. Stock Sentinel Agent: Predicts stockouts based on sales velocity and automatically drafts optimized purchase orders. Sales Scout Agent: Monitors customer purchase patterns to detect early signs of buyer churn and flags attrition risks. Market Agent: Provides competitive external intelligence and localized pricing optimization strategies. Technical Implementation & Value Built on React 19, TypeScript, and Express, the platform replaces manual logs with automated webhooks and n8n background workflows. Security. By targeting the 40 million retail and wholesale SMEs in emerging markets, MarketMaster AI cuts administrative overhead by 60%, eliminates human error, and recaptures lost sales through immediate inventory replenishment and autonomous customer re-engagement.

📅 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.

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.

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026 We’ve unlocked the web for your AI. Now build what wasn’t possible before. Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards. 🧑‍💻 Apply now to build AI agents powered by real-time web access.

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.