Data & Analytics

Newor Media is a professional ad management platform designed to boost ad revenue for publishers. Leveraging advanced AI, real-time reporting, and powerful analytics, it simplifies digital advertising, ad networks, and exchanges. As a Google Certified Publishing Partner, Newor Media offers direct deals, programmatic direct, and real-time bidding solutions. The platform focuses on strategic ad placement, balancing user experience with maximizing earnings, and maintaining strong relationships with all major ad networks and agencies. Publishers benefit from algorithmic real-time bidding, machine learning to maximize revenue, and dedicated Ad Ops support, ensuring optimized performance and friendly payment terms on a NET30 basis.

Spaceflux is a UK-based company specializing in optical Space Domain Awareness, offering real-time, actionable, and sovereign space intelligence. Utilizing a proprietary global network of optical sensors, including Short-wave Infrared (SWIR) technology, Spaceflux provides continuous surveillance day and night across all orbits from LEO to Cislunar. Its Cortex platform delivers data rapidly, typically within 90 seconds, enabling governments and operators to respond faster to orbital events. The system leverages cutting-edge AI built on powerful hardware, including 70cm-class telescopes, to detect, characterize, and predict movements of faint objects, ensuring unparalleled sensitivity and precision in space situational awareness.

stoolap, powered by GitHub, offers a comprehensive platform for software development, AI code creation, and application security. It provides tools like GitHub Copilot for writing better code with AI, GitHub Spark for building intelligent apps, and GitHub Models for managing prompts. Developers can automate workflows with GitHub Actions, use instant dev environments with Codespaces, and manage code changes with robust code review features. The platform also includes advanced security features like GitHub Advanced Security to find and fix vulnerabilities, and secret protection to prevent leaks. It caters to individuals, teams, and enterprises, offering various plans with features for collaboration, project management, and deployment.

Ctrack Africa offers an intelligent fleet management and next-gen telematics solution, leveraging AI to provide comprehensive insights for businesses. The platform, Crystal, goes beyond basic tracking and reporting, enabling users to predict future events, optimize operations, and manage assets more effectively. It supports various industries including transport & logistics, mining, agriculture, and government, offering modular and scalable solutions tailored to specific needs. Key functionalities include driver management, video telematics, fixed/mobile asset tracking, and fuel management, all designed to enhance safety, efficiency, and compliance while reducing overall operational costs.

FleetSafe.Ai offers an intelligent fleet safety management system designed to prevent accidents before they happen. Leveraging AI, video telematics, and real-time analytics, the platform provides comprehensive monitoring and assessment of driver alertness and attentiveness. Key features include AI-powered facial and eye tracking, real-time in-cab alerts, and data-driven safety reports. The system aims to reduce incidents, decrease insurance claims, and achieve cost savings on fleet operations. FleetSafe.Ai provides tailored solutions for various industries such as construction, mining, transportation, and passenger transit, and offers specific benefits for insurers and commercial fleets. Its proprietary platform, FleetLive, integrates AI and IoT technologies for real-time data analytics and insights, and is available as a white-label solution.

Youtiligent is an AI-driven SaaS platform designed for large-scale food retail refrigeration, transforming equipment management from a cost center to a revenue driver. It offers predictive health insights by continuously analyzing diverse input data to detect inefficiencies, gas leaks, and potential failures early, often weeks in advance. The plug-and-play solution connects seamlessly to any refrigeration unit, regardless of model or age, without complex integrations. Youtiligent provides actionable insights through KPI and Cost Analytics Dashboards, smart self-learning models, and repair validation, enabling businesses to ensure sales continuity, eliminate recurring repair issues, minimize downtime, optimize performance, and boost sustainability. It helps retailers like Lidl proactively manage their refrigeration assets.

Map My Crop offers an enterprise-grade agricultural intelligence suite, leveraging 10+ satellite constellations and over 2,000 AI models to process 900M+ hectares monthly across 80+ countries and 300+ crops. The platform provides precise farm boundary detection with 97% accuracy, automated crop type identification for over 150 crops, and 24/7 satellite health surveillance with daily updates on NDVI and 20+ vegetation indices. It also includes individual tree monitoring for orchards, drone monitoring for sub-meter precision analysis, and a farm prediction suite with 90% accurate yield forecasts up to 3 months ahead. Additionally, Map My Crop offers irrigation modeling to reduce water usage by 20% and a sustainable agriculture suite for ESG compliance and carbon footprint tracking.

Clear Carbon is an advanced carbon accounting software designed for enterprises, utilizing AI and machine learning to streamline the journey to Net Zero emissions. The platform offers robust capabilities to record, report, and reduce Scope 1, 2, and 3 emissions, with support for over 50,000 emission factors. It provides fully automated, data-driven insights and ensures compliance with major reporting standards. Clear Carbon caters to asset-intensive industries such as mining, energy, agriculture, oil and gas, manufacturing, real estate, government, and infrastructure, helping them optimize operations for decarbonization and enhance ESG ratings. The tool aims to make emissions management simple, swift, and affordable.

CloEE is an advanced Industrial AI Platform specifically designed for discrete manufacturing environments. It acts as an AI digital advisor, utilizing generative AI to significantly enhance sustainability and optimize Overall Equipment Efficiency (OEE). By processing real-time data from manufacturing equipment, CloEE provides continuous improvement insights and recommendations. This innovative approach helps manufacturers reduce energy consumption, minimize emergency stops, and ultimately save time and money. The platform aims to transform manufacturing operations through intelligent automation and data-driven decision-making, ensuring more efficient and environmentally friendly production processes.

Aquabyte provides an AI and computer vision-powered solution for data-driven monitoring and insight in fish farming. The system utilizes the Hammerhead camera, engineered for submerged pens, to collect over one million images daily. This data is then processed to provide accurate datasets on fish welfare, lice, behavior, and growth. The user-friendly portal transforms complex data into actionable insights, helping farmers make informed decisions to improve efficiency, sustainability, and fish health. Aquabyte's technology has evolved from basic weight estimation and lice counting to a comprehensive platform, supported by world-class customer support with industry experience.

Analog AI is building a 'living fabric of Physical Intelligence' that integrates people, places, things, and creatures into a continuously learning and self-reinforcing world model. The core of their offering is Ana, an Analog Neural Agent, which perceives spaces, human behavior, and environments with intuitive spatial awareness. Ana remembers context, purpose, and relationships, growing wiser through secure and private interactions. She can manifest as a hologram, a voice in Hive, or embodied on a robot, maintaining consistency across forms. Ana acts thoughtfully, grounding actions in awareness, empathy, and accountability, supporting people and directing robots with transparent and responsible intelligence. The Analog World Model unifies spatial data, while Hive enables deployment in dynamic environments, and Analog Robotics connect to the World Model for continuous learning and autonomous action.

Galago is an AI-powered geospatial intelligence solution designed for comprehensive land and biodiversity management. It offers real-time situational analysis, enabling users to make informed decisions regarding environmental assets. The platform assists in identifying and managing risks associated with changes to sites and biodiversity restoration efforts. By providing advanced insights, Galago supports organizations in achieving their environmental, social, and corporate governance (ESG) goals, ensuring sustainable practices and responsible resource management. Its capabilities are crucial for entities focused on ecological preservation and efficient land utilization.

Magnes AG, an ETH Zurich spinoff, specializes in AI-powered human movement analysis through wearable sensors and vibrotactile feedback technology. Their smart shoes, branded NUSHU, offer advanced AI and real-time vibration cues to help users walk more confidently and stay active. The technology helps users reconnect with their feet, making walking feel more natural and controlled. Built-in sensors continuously record every step, feeding data to state-of-the-art analysis algorithms that transform raw readings into meaningful insights about mobility. Unlike traditional systems, NUSHU can capture gait outside of clinical settings, providing continuous monitoring in daily environments. The gentle tactile cues help users develop more confident walking patterns, adapting to individual needs with personalized rhythms and intensities.

Peaka is a comprehensive data integration platform designed to make enterprise data AI-ready. It unifies over 300 data sources, including databases, SaaS tools, NoSQL, and APIs, presenting them as a single, immediately accessible data source. Key capabilities include zero-copy data integration, a semantic layer for consistent data definitions, and granular security controls. Peaka enables users to query data in natural language, generate SQL with AI, and create reusable data products. It supports flexible data transformations, allowing users to treat any API as a relational database, query NoSQL databases with SQL, and expose consolidated data via APIs. The platform aims to significantly reduce the time and cost associated with building and maintaining data stacks, offering solutions for enterprises, startups, and SMBs, with a strong focus on security and compliance (SOC 2 Type 1 & Type 2).

Fermata's Croptimus platform offers AI-powered computer vision solutions for pest and disease detection in both controlled environment and outdoor agriculture. It watches crops 24/7, identifying issues like aphids, spider mites, powdery mildew, and mosaic at their earliest stages. This early detection helps growers significantly reduce crop loss by up to 30% and scouting time by up to 50%. The platform provides 2D mapping and 360-degree views of crops, overlaying incident icons for easy identification. Croptimus also generates heat maps to track the spread of problems and identify persistent issues, contributing to a 25% reduction in crop inputs like pesticides and beneficial insects. The system is designed for quick installation and undergoes a 2-3 week calibration period to adapt to each facility's unique growing environment.

Hifi's High-Fidelity Distributed Sensing (HDS) platform is a cutting-edge solution for monitoring critical linear infrastructure, primarily focusing on energy pipelines. Unlike traditional distributed fiber optic sensing (DFOS) systems that use standard telecommunications fiber, HDS employs a custom-engineered fiber optic cable optimized for sensing acoustics, strain, vibration, and temperature. This specialized fiber, combined with advanced machine learning algorithms, delivers dramatically superior data quality and accuracy, enabling the detection of even low-energy events like pinhole leaks. The platform offers a comprehensive asset monitoring solution with 24/7 support, addressing challenges such as leak detection, ground disturbance, security, geotechnical hazards, and operational support. HDS is also being applied to other industries like mining, municipal water, and alternative energy infrastructure.

awesome-online-machine-learning is a comprehensive, open-source curated list of resources dedicated to online machine learning. This field focuses on machine learning where data arrives sequentially, allowing models to update incrementally with one data point at a time, contrasting with traditional batch learning. The repository provides valuable links to courses, books, blog posts, and software related to online ML. It also features an extensive collection of research papers covering various online learning topics such as linear models, support vector machines, neural networks, decision trees, unsupervised learning, time series analysis, drift detection, and anomaly detection. This resource is ideal for anyone looking to deepen their understanding or find tools for online machine learning.

Chirp AI transforms your Apple Watch into a powerful voice AI assistant, offering the convenience of ChatGPT Voice Mode directly on your wrist. Users can simply speak their requests to get answers, draft messages, and access real-time information. The tool is designed to be tiny yet mighty, providing instant responses and speaking in one of five natural-sounding voices. Chirp AI leverages web search capabilities to ensure information is always up-to-date, making it ideal for quick queries, drafting professional emails, or getting instant info on the go. It can also open maps or browsers for additional assistance, fetching fresh details when needed.

Andrenam is developing an AI-powered, distributed maritime sensing network designed for persistent autonomous awareness across marine environments, from the surface to the seabed. The technology focuses on building mass-manufacturable, attritable sonar systems that are cost-effective and built for high-risk, high-tempo missions. Key features include AI-enhanced beamforming and classification, both at the edge and in the cloud, and a sophisticated software platform designed for interoperability with various C2 environments and autonomous systems. The system can be deployed from manned or unmanned maritime craft to detect, track, and identify real-time traffic, delivering intelligence to operational centers and enabling efficient resource dispatch.

Anomalo offers an all-in-one autonomous data management system designed for enterprises, leveraging Agentic AI to monitor, investigate, surface, and report on data issues without manual intervention. The platform provides continuous insight into data quality, helping organizations catch issues early across various industries like media, telecommunications, financial services, and healthcare. Key features include anomaly detection, data validation, data governance, and data observability. Anomalo also offers specialized agents for table observability, data quality, data insights, conversational analytics (AIDA), and data documentation, with upcoming agents for issue first response, KPI monitoring, and experiment evaluation. It ensures data integrity, compliance, and security with flexible deployment options and enterprise-grade security.

Metropolis Technologies leverages artificial intelligence and computer vision to revolutionize the parking experience. Their platform enables checkout-free payment, allowing for seamless drive-in, drive-out parking. By recognizing vehicles and context, Metropolis creates responsive physical spaces, making everyday experiences frictionless for members. The company offers various plans, including a free 'Scan' option for surface lots and 'Vision' and 'Vision+' plans for garages with advanced features like analytics portals and gate access control. Metropolis aims to improve daily experiences and increase revenue for partners by transforming parking into a remarkable experience.

Advantis AI offers a sophisticated platform designed for cryptocurrency investors, leveraging artificial intelligence to deliver real-time market insights and continuous monitoring. The tool aims to empower users with data-driven decision-making capabilities, helping them navigate the volatile crypto market more effectively. By providing advanced analytics and predictive modeling, Advantis assists in enhancing investment strategies and mitigating potential risks. Its core functionality focuses on delivering actionable intelligence to optimize cryptocurrency portfolios and identify emerging opportunities, making it a valuable asset for those looking to gain an edge in digital asset investments.

DCRNN (Diffusion Convolutional Recurrent Neural Network) is an open-source project offering a TensorFlow implementation of the Diffusion Convolutional Recurrent Neural Network model. This tool is specifically designed for data-driven traffic forecasting, as detailed in the ICLR 2018 paper by Li et al. It allows users to prepare traffic data, construct graphs based on sensor networks, and train or run pre-trained models for prediction. The repository includes scripts for data preparation, graph generation, and model training on datasets like METR-LA and PEMS-BAY. Beyond traffic, DCRNN's variants have been applied to neuroimaging, air quality forecasting, and internet traffic forecasting, showcasing its versatility in spatiotemporal forecasting tasks.

Eyrene is an AI-powered digital merchandising platform designed to enhance on-shelf presence through advanced mobile image recognition technology. It accurately identifies products, price tags, promotions, and other in-store elements in real time, functioning offline and supporting both Android and iOS devices. The platform includes a KPI engine to calculate key industry metrics like share of shelf (SOS), on-shelf availability (OSA), and planogram compliance, providing instant actionable insights for field teams and detailed data for headquarters. A sophisticated web portal offers data visibility and control over field operations, while integrated BI dashboards (powered by Microsoft PowerBI Embedded) provide comprehensive data aggregation and visualization. Eyrene also offers rich integrations and APIs, a supervisor mobile app for real-time updates, and professional services for customization, ensuring a tailor-made solution for various retail needs.