The Challenge We Solve: Modern enterprises are data-rich but insight-poor. Business intelligence exists in silos—client data in CRM, financial data in ERP, partner metrics in separate systems. When executives need to make decisions, they're piecing together information from multiple systems with data that's often hours or days old. Our platform solves this by providing a unified, real-time view of the entire enterprise. Our AI-Powered Solution: The AI Executive Intelligence Agent breaks down data silos with five core capabilities: Unified Data Layer: Seamlessly integrates data from all business domains—clients, finance, partners, operations, and competition—into a single real-time view. Cross-Domain Intelligence: Uses AI to identify patterns and correlations across domains. For example: "Client acquisition costs rose because competitor X dropped pricing in Region Y, causing partner referral quality to decline." Predictive Analytics & Scenario Modeling: Forecasts business outcomes and simulates scenarios like "What happens if competitor X acquires competitor Y?" with cross-domain impact analysis. Natural Language Interface: Executives can ask questions in plain English: "Why are acquisition costs rising?" or "Show me partner performance trends." Actionable Recommendations: Goes beyond insights to provide specific, prioritized recommendations with ROI estimates and implementation guidance. Key Features: Real-Time Data Streaming: Processes data as it arrives, not in daily batches Cross-Domain Correlation Detection: Automatically identifies relationships across business functions Predictive Early Warnings: Flags risks before they materialize (e.g., "Q4 target at risk due to competitive pressure") Executive Intelligence Briefing: Daily summaries of key insights, emerging risks, and opportunities Scenario Simulation: Models business scenarios with cross-domain impact assessment Conversational Analytics: Natural language Q&A about business performance

AI Health Guardian is an offline multimodal agentic health scanner designed for low-resource communities where cloud-based healthcare tools cannot operate. It combines vision analysis, cough and breath audio models, rPPG signals, and adaptive questionnaires to produce instant health insights directly on-device—no internet, no servers, no cost barriers. Built for underserved populations, it addresses anemia, respiratory issues, stress, heart-rate anomalies, nutrition risks, and preventive care using edge-optimized ML pipelines. The system also initiates autonomous agentic tasks, such as guiding users, adapting tests, and delivering personalized next-step recommendations. By eliminating cloud dependency and enabling medical screening on any affordable smartphone, AI Health Guardian bridges a critical global gap—bringing privacy-safe, accessible diagnostics to rural, remote, and disconnected environments. This project demonstrates how agentic AI can transform early detection and public health at scale.

GlobalMedTriage is a solution to one of the biggest problems in emergencies: language barriers. When someone calls for help, our system instantly converts their speech into text, translates it into the responder’s language, and provides protocol-driven triage prompts so that first aid instructions can start right away. If the AI is unsure, it uses a confidence check and quickly hands the call to a human interpreter for accuracy. Unlike most telemedicine tools, it also works offline in rural areas with poor connectivity. All calls are encrypted and HIPAA-compliant, ensuring patient safety and privacy. This makes emergency help faster, safer, and accessible to everyone—no matter what language they speak or where they are.

Agentica is a next-generation AI multi-agent orchestration platform designed to revolutionize how businesses and individuals interact with technology. Unlike single-purpose chatbots, Agentica deploys specialized AI agents—each with unique memory, roles, and goals—that collaborate autonomously like a virtual remote team. From fraud detection and phishing protection to customer support, workflow automation, and real-time communication, Agentica transforms complex processes into seamless, intelligent operations. Its modular design allows integration with APIs, AI models, and enterprise tools, making it scalable across industries such as healthcare, finance, and education. With Agentica, organizations gain efficiency, security, and innovation, unlocking the full potential of agentic AI to reshape the future of digital collaboration.

VHeal AI is an Agentic AI-powered hospital discharge copilot designed to streamline patient discharges by autonomously coordinating between hospital staff, systems, and workflows. In modern hospitals, discharging a patient is a multi-step, often delayed process involving doctors, nurses, transport, billing, and pharmacy. VHeal AI detects discharge triggers, reasons through medical workflows, completes checklists, and notifies stakeholders through messaging APIs like WhatsApp and SMS. It also generates discharge summaries using LLMs such as GPT-4o and Claude 3. The project uses a LangChain-based agentic framework, integrated with FastAPI, Streamlit/React, and real-time dashboards for staff. VHeal AI mimics a real hospital staff member, offering timely, autonomous, and safe discharge experiences—helping hospitals save beds, time, and lives.

ReplyMate AI leverages advanced Natural Language Processing (NLP) and machine learning to offer users secure and intelligent conversations. It helps identify potential fraud attempts, ensuring a safer messaging experience on WhatsApp. Built for businesses and individuals, ReplyMate is the go-to tool for fraud prevention and efficient chat automation." Fraud Detection: Identifies suspicious activity and alerts users to potential phishing or scam messages. Smart Replies: Provides contextually relevant and accurate responses to improve user engagement. Real-Time Alerts: Instantly notifies users of fraudulent activities or scams. Security Focused: Ensures that sensitive user data is never compromised during interactions. WhatsApp Integration: Seamlessly integrates with WhatsApp for easy communication and use. Error Handling: Identifies and manages errors gracefully, ensuring the chatbot remains effective even in complex conversations.

⏱️ 15 days to design and ship a working Web3 product or agent. 📅 February 4 to 19, 2026 • Feb 4 – Hackathon opens. Teams can start building and submitting. • Feb 5 to 19 – Build, test, and iterate • Feb 19 – Final submissions due 🚨 Important eligibility reminder To be eligible for prizes, teams must post their submission video on X and tag @lablabai and @Surgexyz_. 🤝 Build solo or with a team. 💰 $50,000 prize pool in $SURGE Token. ⚠️ Self-service hackathon This is a fully self-service hackathon. There are no live streams, kickoff sessions, or scheduled workshops. Participants can register, build, and submit at any time before the submission deadline.

Teams work together with multiple AI agents in shared workspaces to design, build, and launch complete AI products — from initial idea to market-ready app. 📅 February 23– March 1, 2026 ⏱️ 6 days to build and ship an end-to-end agentic AI product 🤝 Work together in shared AI workspaces where your team and AI agents collaborate in real time 🔧 Build with multiple AI agents that handle development, design, testing, and documentation together 🎯 Create everything in one place — from ideation to product to marketing materials, all by prompting and observing 🚀 Focus on real-world products that teams could actually ship and use 🏆 $3,500 in prizes + premium 3-month Complete.dev access for top teams 🧑‍💻 Join your team workspace and start building together

Join our $1,000,000+ startup challenge series powered by Surge ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.

🔧 Spend 10 days launching your startup! 🚀 Improve your prototype previously developed at hackathons. 🤜 Collaborate with peers or work independently throughout the Hackathon. 🤖 Gain complimentary access to learning resources about Generative AI models, AI Agents, and beyond. 🚀 Explore opportunities with GAIA Startup Accelerator for Hackathon victors. 🌍 Connect and innovate alongside a worldwide AI community!

🌟 Explore new AI capabilities 🤝 Collaborate and build something extraordinary. 👥 Take part alone or form a team with other participants. 🎓 Receive guidance from expert mentors. 🏆 Compete for $20,000 in Prizes. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

🕒 2 days to innovate and build groundbreaking applications using the latest generative AI tools 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🏆 Win an opportunity to participate in the Lablab NEXT acceleration program. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!