FinWhisper is an advanced AI-driven financial workflow error detection and automation system designed to help organizations eliminate hidden inefficiencies, prevent manual mistakes, and improve decision accuracy. By integrating intelligent anomaly detection, rule-based validation, and automated workflow monitoring, FinWhisper continuously scans financial processes—such as invoice approvals, expense management, payments, reconciliations, and reporting—to identify issues early. It highlights unusual patterns, missing documentation, duplicate entries, incorrect calculations, and policy violations before they reach critical stages. Built with enterprise-grade AI models and IBM watsonx Orchestrate, FinWhisper enables finance teams to: Reduce operational risk and financial loss Automate repetitive checks and approvals Maintain compliance and internal controls Improve transparency and audit readiness Accelerate month-end closing and reporting FinWhisper transforms traditional financial workflows into smart, error-resistant, and highly reliable systems—empowering teams to focus on insights, not manual fixes.

LinkAura is an AI-powered LinkedIn strategist designed to transform how professionals grow their personal brand. Built on Coral Registry, it leverages intelligent agents to automate content ideation, provide real-time engagement insights, and suggest data-driven growth strategies tailored to each user. By integrating Coral’s scalable architecture, LinkAura ensures seamless orchestration of custom tools and sessions that adapt to individual goals. From boosting post reach to identifying the right networking opportunities, LinkAura empowers professionals to consistently elevate their LinkedIn presence. Our vision is to redefine career branding with Coral-powered automation that’s intelligent, personalized, and future-ready

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.

GraniteFit is a cutting-edge AI-powered platform that revolutionizes health tracking and workplace automation using IBM’s Granite AI. It integrates advanced AI-driven analytics, natural language processing (NLP), and predictive modeling to enhance productivity and well-being. Designed to cater to both corporate professionals and healthcare providers, GraniteFit offers a seamless experience by automating reminders, scheduling tasks, and improving personal and workplace efficiency. This AI-driven assistant not only simplifies daily tasks but also ensures a healthier lifestyle by sending personalized reminders for medication, hydration, physical activity, and work-related tasks. The system can intelligently analyze user behavior, predict needs, and provide real-time insights to optimize workflow and personal health. Leveraging IBM Granite AI, it ensures a highly scalable, secure, and adaptive AI model that evolves based on user interactions.

Overview HireGenius AI is an AI-powered job application assistant that automates job scraping, resume matching, and email generation. It is designed to streamline the hiring process for recruitment teams in leading companies like Infosys, TCS, and Accenture, helping them attract top engineering talent from industry leaders such as Google, Microsoft, and Amazon. Features ✨ Job Posting Scraper 📌: Extracts job descriptions from various job portals. Resume Matching 📊: Uses AI to analyze and compare resumes with job requirements. Automated Email Generation ✉️: Generates professional application emails tailored to job postings. Visualization 📈: Provides insights on job-resume match percentage with graphical representation. Open Source & Extensible 🛠: Fully customizable and open for contributions.

The Smart Space Habitat Manager is a cutting-edge AI-driven solution designed to autonomously manage life-support systems in space habitats like the International Space Station (ISS), lunar bases, and Mars colonies. This system integrates real-time astronaut health monitoring, machine learning-based predictive maintenance, and statistical anomaly detection to prevent failures before they occur. By leveraging Random Forest regression models for failure prediction and statistical analysis for anomaly detection, it ensures a safe, self-sustaining environment without constant human intervention. Live sensor data tracking oxygen levels, temperature, CO₂ concentration, humidity, and power usage provides instant alerts for potential risks, enabling proactive decision-making. With its automated monitoring, predictive AI models, and real-time anomaly detection, this project represents a crucial step toward the future of sustainable space exploration, ensuring that astronauts remain safe while humanity expands beyond Earth

Wave Tracker simplifies mobile network analysis and optimization with a range of powerful features: → Easy Network Analysis: Helps users understand and improve mobile network performance. → Target Audience: Ideal for telecom professionals, engineers, and general users curious about network performance. → Input Data: Users can input MCC, MNC, Cell ID, LAC codes, or location data for area coverage analysis. → Data Fetching: Utilizes OpenCellID API to retrieve tower signal strength, location, and other key details. → Speed Predictions: Estimates internet speeds based on tower data and signal strength. → AI-Powered Insights: Offers suggestions for network optimization, such as tower selection and reducing interference. → Interactive Visualization: Displays network performance through dynamic charts for better clarity and actionable insights. In conclusion, Wave Tracker provides a comprehensive and intuitive solution for users to analyze and optimize their mobile network performance. By combining real-time data with AI-driven insights, it empowers individuals and professionals alike to make informed decisions and improve connectivity. Whether you're troubleshooting network issues or enhancing coverage in rural areas, Wave Tracker is the go-to tool for smarter, more efficient network management.

🔍Create AI-driven solutions using open-source technologies to optimize public sector network management—planning, procurement, and maintenance—for scalable, sustainable school connectivity in underserved regions. 📅 Join us January 24-26: Participate online or in person in Geneva to develop innovative solutions with peers globally. 👨‍🏫 Work alongside industry mentors for insights and guidance on your projects. 🏆 Compete for a chance to join the Lablab NEXT incubator program! 🧑🏻‍💻 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!

🔍Create AI-driven, open-source solutions to optimize public sector network management in critical areas like predictive maintenance, total cost optimization (TOC), and energy efficiency—enhancing public sector networks' scalability, efficiency, and sustainability in underserved regions. 📅 Join us February 28–March 2, 2025: Participate online or in person in vibrant Barcelona, on the sidelines of MWC 2025, to collaborate with peers worldwide and shape the future of public sector connectivity. 👨‍🏫 Work alongside experienced industry mentors who will provide guidance and insights to elevate your solutions. 💰 $5,000 prize pool for the winners! 🏆 Compete for a chance to join the lablab NEXT incubator program! 🧑🏻‍💻 Don’t wait! Sign up now to secure your spot before the Kick-Off!