🤓 Latest Submissions
TrademarkGuard AI
Trademark infringement costs businesses over $500 billion annually. The digital landscape is fragmented across thousands of marketplaces, social media platforms, and independent websites. Manual monitoring is impossibly slow, keyword alerts miss sophisticated infringers, and enterprise IP services are prohibitively expensive. Brand owners need a system that autonomously decides what to look for, where to look, and what to do when violations are found. The Solution TradeGuard solves this through a three-layer agentic orchestration architecture: Layer 1: AI Orchestrator (LLM + Tool Calling) An LLM serves as the central decision-maker. Users interact via natural language chat or PDF upload. The AI extracts brand names, determines which actions to execute, and chains multi-step operations adaptively. A user can upload a PDF catalog of 50 trademarks and the system will register all of them, create monitoring triggers, and initiate scans all from a single message. Layer 2: TriggerWare.ai (Agentic Event-Driven Monitoring) — For each registered brand, the orchestrator creates natural-language triggers that run autonomously 24/7. These triggers use delta detection surfacing only new violations rather than repeated noise. Triggers are self-managing: created, updated, and deleted by the AI orchestrator as brands are added or removed. Layer 3: Bright Data MCP Server Web Intelligence The Model Context Protocol provides session based structured data extraction from the live web. TradeGuard uses Bright Data MCP Server and SERP API to scan marketplaces (Amazon, Shopee, AliExpress, independent stores) and social platforms like Instagram, TikTok, X bypassing bot detection, CAPTCHAs, and geoblocks that would stop traditional scrapers.
31 May 2026
BIM-Forge
magine designing your dream home as easily as texting a friend, and instantly receiving a professional, construction-ready 3D blueprint. BIM-FORGE is a revolutionary Agentic AI platform powered by Gemini LLM that turns this sci-fi concept into reality, democratizing architectural design for everyone, everywhere. Traditionally, bringing a home concept to life meant navigating a massive barrier: expensive architects, steep CAD software learning curves, and weeks of painful design iterations. BIM-FORGE completely obliterates this bottleneck. It isn't just another passive generative AI that spits out flat, uneditable 2D pictures. Instead, it serves as an intelligent, collaborative digital architect. By harnessing the advanced spatial reasoning of Gemini, our platform dynamically designs actual, standard-compliant 3D Building Information Models (BIM) in minutes. Our core breakthrough lies in our Multi-Agent Orchestration. Instead of a single static AI, BIM-FORGE deploys a team of specialized virtual agents working in tandem. The 'Space Agent' logically plans room layouts based on human ergonomics; the 'Struct Agent' validates clearances and safety; and the 'Code Agent' compiles this spatial intelligence into clean, industry-standard IFC (Industry Foundation Classes) data. The result is pure magic. Users input a simple prompt and within five minutes, they receive an immersive, interactive 3D preview. More importantly, they get a production-ready file ready to import into professional software like Revit, or to hand directly to contractors. For a hackathon, BIM-FORGE isn't just an app its a disruptive paradigm shift. We are transforming an archaic, high barrier industry into a fluid, conversational experience, empowering everyday dreamers to build their future, one prompt at a time.
19 May 2026
