Data & Analytics

AIDPATH, an EU project, focuses on AI-powered, decentralized production of Advanced Therapies in the Hospital, specifically CAR-T cells for cancer treatment. The system integrates patient-related data and biomarkers using artificial intelligence to tailor therapies. CAR-T cells are produced close to the patient, directly in the hospital, enabling faster delivery of personalized treatments. The automated production involves heterogeneous machines connected via standardized interfaces, controlled by service-oriented software. This software is enhanced by an AI-based digital cell twin for initial process parameters and an AI process controller for real-time adjustments, ensuring efficient and customized therapeutic outcomes.

Anaut is a technology company dedicated to advancing surgical safety and patient well-being through artificial intelligence. Their flagship product, EUREKA, is an AI-powered surgical support system designed to analyze internal body information in real-time. This innovative system aims to provide surgeons with enhanced data and insights during operations, ultimately leading to improved precision, reduced risks, and greater peace of mind for both medical professionals and patients. Anaut's focus is on delivering a new level of safety and assurance to all patients requiring surgical intervention.

Anticipai is an AI-powered safety management system designed to transform workplace safety, particularly in high-risk sectors. It leverages generative AI to proactively prevent, predict, and protect against incidents. The platform integrates with any IP camera, webcam, or CCTV system to provide 24/7 real-time detection of potential safety hazards, including PPE compliance and unsafe behaviors. Anticipai automates comprehensive safety report generation, compiling detected incidents and near-misses into customizable reports. It also offers an integrated workflow for issue tracking and resolution, ensuring prompt action. An AI Safety Assistant provides instant recommendations and insights, learning from workplace data. The system helps maintain regulatory compliance by tracking requirements, alerting to gaps, and generating audit-ready documentation.

DataExtraction is a startup focused on transforming images and documents into organized, usable information. This AI-powered tool allows users to extract insights from pictures and various documents with just a few clicks, significantly minimizing turnaround time and manual data tasks. It offers AI-powered automation, multichannel integration, and a user-friendly interface. Users can define custom extraction rules based on their specific business requirements, ensuring only the desired data is extracted. DataExtraction is ideal for streamlining workflows by automating information extraction from diverse channels like voice, text, documents, video calls, and chats, leading to improved data accuracy, scalability, and reduced operational costs.

Ellogy is an AI-powered software factory designed to revolutionize software development by automating planning, documentation, building, testing, and deployment of enterprise applications. It significantly reduces development time and cost by using AI to conduct user interviews, create Business Requirements Documents (BRDs), design, and build software. The platform generates user stories, scenarios, acceptance criteria, use cases with UML diagrams, and comprehensive test plans. Ellogy also crafts striking designs, flows, and detailed documentation, supporting UI in HTML/CSS and Figma. It integrates with popular development environments and GitHub for deployment, offering a future-ready solution for startups and enterprises alike.

Storytell.ai is an AI-powered platform designed to convert unstructured data into actionable business intelligence, enabling smarter decision-making across various business functions. It helps teams analyze customer feedback, automate market research, and increase NPS. The platform supports the creation of AI-driven Product Requirement Documents (PRDs), competitive positioning, and deal closing through deep prospect analysis. Storytell.ai also assists in planning smarter sprints, generating executive updates, simplifying revenue forecasting, and transforming security data into compliance documentation. It can even analyze startup pitch decks, offering verifiable outputs with direct references to data sources and enterprise-grade security.

AnomalyGPT is the first Large Vision-Language Model (LVLM) based Industrial Anomaly Detection (IAD) method, designed to identify anomalies in industrial images without requiring manually specified thresholds. Unlike existing IAD methods that only provide anomaly scores, AnomalyGPT indicates the presence and location of anomalies and offers descriptive information about the image. It leverages a pre-trained image encoder and a Large Language Model (LLM) to align IAD images with textual descriptions using simulated anomaly data. The tool employs a lightweight, visual-textual feature-matching-based image decoder for localization and a prompt learner to provide fine-grained semantics to the LLM, fine-tuning the LVLM using prompt embeddings. AnomalyGPT can also detect anomalies in previously unseen items with minimal normal samples.

Accio Work is a local-first desktop AI agent designed to automate and streamline business tasks. Unlike typical chat tools, Accio Work is execution-oriented, capable of reading local files, running terminal commands, controlling web browsers via Chrome DevTools Protocol, and calling external APIs. It supports various LLMs including Gemini, GPT-4o, Claude, and Qwen, with model access routed through a gateway for simplified API key management. The platform ensures data privacy with its local-first architecture, keeping all tool execution on your device. It offers features like browser automation for web scraping and form filling, scheduled tasks, and integrations with communication platforms like Telegram and Discord. Accio Work also supports 'Skills' for domain-specific abilities and allows multiple agents to collaborate on complex projects through its Teams feature.

augmentoolkit is an open-source tool designed to create custom, domain-expert Large Language Models (LLMs) by generating specialized datasets. Users can upload their own documents, and the tool processes this information to update an AI's knowledge base, effectively making the LLM an expert in a specific field. It supports both offline data generation on local hardware and faster generation using open-source LLM APIs. The tool is optimized for open-source LLMs like Deepseek or Llama and provides an intuitive interface for dataset creation and model training. augmentoolkit also automatically creates RAG-ready datasets and can start an inference server, offering a comprehensive solution for developing highly specialized AI models.

APIDNA delivers vertically-trained agentic systems designed to automate complex workflows across enterprise environments reliably, securely, and at scale. Unlike general-purpose AI agents, APIDNA's agents are trained on specific domains, workflows, and systems, ensuring high accuracy and operational viability. The platform offers core capabilities such as multi-step workflow automation, cross-system execution, document and data processing, agent orchestration, monitoring and control, and secure, auditable execution. APIDNA is particularly suited for regulated industries like financial services, logistics, and government, providing solutions for reconciliation, compliance, document operations, and multi-system process automation. The system is built with robust auditability, granular permissions, secure execution options (private cloud/on-premise), and human-in-the-loop design for reliable operations.

Creatives is a leading AI digital marketing agency based in Lebanon, specializing in leveraging artificial intelligence to enhance marketing strategies and deliver measurable results. The agency offers a comprehensive suite of AI-powered services including AI-Driven Branding, AI-Enhanced Web Development, AI-Optimized SEO and AEO, AI-Driven Social Media Marketing, AI-Powered Online Advertising, and AI-Enhanced Content Marketing. Additionally, Creatives provides specialized products like AI Chatbot Agents, eFlyer for targeted SMS & Email Marketing, Aunty Social for AI content creation, AuxoApps for custom mobile app development, Sharfouna for e-invitations, and BrandBeats for AI-powered music for ads. Their approach focuses on understanding client needs, strategic planning, creative development, and continuous optimization to ensure high ROI and sustainable growth.

Dataiku is the Platform for AI Success, designed to unite people, orchestration, and governance for enterprise-scale AI. It enables organizations to move from AI chaos to AI success by providing a unified system to run all enterprise AI, bringing people, data, and intelligence together with enforced governance. The platform allows domain experts to self-serve AI, connects data, AI, and applications, and tracks performance, cost, and risk across all AI systems. Dataiku supports building and deploying AI agents grounded in data, pipelines, and models, and offers unified governance for consistent oversight and cost control. It also modernizes analytics by moving analysts off spreadsheets and scales machine learning impact by turning isolated models into shared, production-ready ML.

CategorAIze.io is an AI-driven platform designed to effortlessly organize various data types, including texts, URLs, images, and documents, into categories. Leveraging advanced LLM technologies, it automatically assigns items based on their textual and visual content, eliminating the need for pretraining data or committing to a fixed list of categories. Users can define custom categories, including multi-level hierarchies, or allow the AI to generate appropriate, hierarchical categories automatically. The platform offers flexible interaction options, including a browser-based GUI, a REST API, and custom plugins. It supports both text and image-based categorization and operates on a pay-as-you-go credit system for AI calls, alongside monthly storage plans.

awesome-deep-trading is an open-access, curated list of resources for machine learning-based algorithmic trading. It compiles code, academic papers, and other valuable materials focused on applying AI, deep learning, and neural networks to financial markets. The repository covers a wide range of topics, including Convolutional Neural Networks (CNNs), Long Short-Term Memory (LSTMs), Generative Adversarial Networks (GANs), reinforcement learning, high-frequency trading, and sentiment analysis. It also features sections on cryptocurrency, datasets, simulation resources, and guides. All resources are available under either the MIT License or Creative Commons CC-BY International Public License, making it a freely accessible knowledge base for researchers and practitioners in the field.

Nawatech is a leading IT company specializing in tailored development and consultancy services designed to help businesses innovate, optimize performance, and achieve success through cutting-edge technology solutions. They offer a comprehensive suite of services including application development, product development, quality assurance, and consulting. Their expertise extends to emerging technologies such as Machine Learning & AI, Internet of Things (IoT), and Cloud Solutions. Nawatech also provides business-specific solutions like Smart Chatbots, Social Media Analytics, Workforce Analytics, and Fintech Solutions, alongside managed services for seamless operations. With over 15 years of experience and a focus on accountability and customer satisfaction, Nawatech aims to enable digitalization and optimization of business processes through efficient and scalable solutions.

Awesome-Diffusion-Models-in-Medical-Imaging is a curated GitHub repository offering a comprehensive collection of research articles and survey papers focused on the application of diffusion models in medical imaging. This resource is particularly valuable for researchers, academics, and students working in the fields of medical image analysis, artificial intelligence, and deep learning. It includes a wide range of topics such as anomaly detection, denoising, segmentation, image generation, and reconstruction, among others. The repository is regularly updated with new publications, including those accepted in prestigious journals like Medical Image Analysis and conferences like MICCAI. It also provides direct links to arXiv preprints, published papers, and associated GitHub repositories for many of the listed works, making it an essential hub for staying current with advancements in this specialized domain.

OCP Maintenance Solutions, operating under the I-Sense® brand, revolutionizes Maintenance 5.0 with advanced AI-driven condition monitoring systems. Their offerings include online and wireless condition monitoring, portable vibration sensors, smart lubrication systems, and online oil monitoring. The I-Sense® Advanced CMS combines advanced sensing and analytics to detect, predict, and prevent machine failures before they happen. They also provide predictive maintenance AI services, leveraging machine learning and vibration analytics for automatic diagnostics of mechanical and electrical faults, achieving 97% fault detection accuracy. OCP Maintenance Solutions aims to help industries shift from reactive to proactive maintenance, offering consulting, training, diagnosis as a service, and Inspection 4.0.

Maestro AI is an engineering intelligence platform designed for AI-first teams, offering deep insights into engineering impact and team dynamics. Unlike traditional metrics tools that focus on lines of code or commit frequency, Maestro AI uses Impact Intelligence to analyze code changes, team dynamics, and developer productivity, providing actionable insights for engineering leaders. Key features include Code Impact Scores, Review Impact Scores, AI Narratives for contextual intelligence, and Team Health Monitoring to prevent burnout. It integrates with popular tools like GitHub, Slack, Jira, and Linear, and offers executive briefings for leadership reporting. Maestro AI aims to help teams understand their true accomplishments and make data-driven decisions.

MDI Health is an AI-driven platform designed to revolutionize medication management for healthcare payers and providers. It serves as an AI co-pilot, offering personalized analysis and recommendations to optimize medication regimes, reduce costs, and improve clinical outcomes. The platform helps organizations boost STARs and medication-related quality measures by utilizing real-time analytics to prioritize urgent quality gaps and track outcomes. It also identifies patients at risk of non-adherence and delivers interventions to improve quality measures while reducing Rx and medical spend. MDI Health's technology combines cutting-edge medical and pharmacological AI with clinical expertise to analyze patient cases holistically and deliver personalized clinical recommendations at scale, leading to significant savings and efficiency improvements.

NomadGo Inventory AI revolutionizes inventory management by enabling businesses to conduct fast, frequent, and highly accurate inventory counts using only a smartphone or tablet. This innovative solution eliminates the need for fixed cameras, barcodes, or specialized hardware, making it accessible and cost-effective. Trusted by major brands like Starbucks across over 11,000 locations, NomadGo helps restaurants, healthcare facilities, retail stores, and food management teams reduce waste, prevent stockouts, and optimize their supply chains. Its Spatial Vision technology recognizes and counts items in 3D, while the Inventory Reasoning Engine provides real-time insights and recommendations. The on-device AI design ensures instant, measurable ROI, low network requirements, and a minimal carbon footprint, delivering a user-friendly experience that feels like a video game.

Pleom is an agentic business intelligence tool designed to deliver automatic insights from all your company data. It allows users to connect their data sources in seconds, providing AI-powered visualizations, workflows, machine learning capabilities, and analytics without requiring a steep learning curve. The platform aims to simplify data analysis, making it accessible for users to gain actionable intelligence quickly. Pleom focuses on transforming raw data into meaningful insights through its advanced AI functionalities, enabling businesses to make data-driven decisions efficiently.

Revic AI is a sales acceleration engine designed for B2B revenue teams. It learns how a company's best sellers operate by analyzing real wins, losses, and deal paths, then applies this intelligence to guide every sales representative. The platform helps identify which accounts are most likely to convert, what approach to take, and which path offers the best chance to win. Revic integrates with existing CRMs and data sources, continuously improving revenue per rep by feeding real deal outcomes back into future account decisions. It aims to remove research, planning, and second-guessing, allowing reps to focus on executing proven strategies.

PowerX Technology is an AI-powered SaaS platform designed to optimize energy infrastructure, particularly for tower networks across India, the Middle East, and Africa. The platform leverages advanced data science, predictive analytics, and prescriptive analytics to drive prioritized actions, proactive maintenance, and significant energy savings. It offers a modular, cloud-native solution that scales from a few hundred to tens of thousands of sites, integrating with any RMS, RTU, or IoT system due to its hardware-agnostic design. PowerX aims to transform operations from reactive to proactive, helping owners and operators reduce OpEx, optimize CapEx, improve revenues, and meet ESG targets through real-time visibility and intelligent automation.

MentionDrop is an advanced brand monitoring platform designed to provide real-time insights into online mentions of a brand, product, or keyword. Unlike traditional alert systems that often miss crucial mentions or deliver them with significant delays, MentionDrop leverages sophisticated AI to swiftly identify and summarize relevant web activity within minutes. This tool is invaluable for marketing teams, PR professionals, and brand managers who need to maintain a vigilant eye on their online reputation and competitive landscape. It offers AI-powered summaries of each mention, coupled with clear next steps, enabling users to quickly understand context and take appropriate action. By ensuring comprehensive coverage and rapid delivery, MentionDrop empowers businesses to proactively manage their public image, respond promptly to feedback, and stay ahead in fast-paced digital conversations. It's an essential solution for anyone looking to enhance their brand's visibility and protect its integrity across the internet.