Data & Analytics

DeepSeek-VL2 is an advanced series of large Mixture-of-Experts (MoE) Vision-Language Models, building upon its predecessor, DeepSeek-VL. It demonstrates superior capabilities across a wide range of tasks, including visual question answering, optical character recognition (OCR), and comprehensive understanding of documents, tables, and charts, as well as visual grounding. The model series includes three variants: DeepSeek-VL2-Tiny (1.0B activated parameters), DeepSeek-VL2-Small (2.8B activated parameters), and DeepSeek-VL2 (4.5B activated parameters). It achieves competitive or state-of-the-art performance with similar or fewer activated parameters compared to existing open-source dense and MoE-based models, making it a powerful tool for advanced multimodal understanding.

LC60 AI, also known as LatConnect 60, is an Australian AI company specializing in leveraging Satellite Earth Observation (EO) data to provide actionable insights across various sectors. Their core offerings include solutions for sustainable agriculture, precise carbon emissions monitoring, and comprehensive resource management. The company is actively developing and plans to launch its own constellation of Low Earth Orbit (LEO) EO satellites in December 2026, enhancing their data collection capabilities. LC60 AI offers products like SWIRSAT, Sustainable Foods, FMS AG60, and services related to Environment, Sustainability, and Governance (ESG), demonstrating a commitment to data-driven solutions for critical global challenges.

Light IT Global is a custom software development company providing comprehensive digital solutions for businesses across diverse industries. Since 2006, they have served over 500 companies with services ranging from custom software development and dedicated team formation to software audit & consulting and maintenance & support. Their expertise extends to digital product prototyping, MVP development, and advanced data engineering, including AI/ML, Data Science, and Big Data processing. They cater to key industries such as Healthcare, Finance & Banking, Education, Transportation & Logistics, HR & Recruiting, and Media & Entertainment, offering tailored solutions like telemedicine platforms, digital banking, LMS, and marketing automation.

Spiiny is an intuitive Data & Analytics tool designed to transform raw data into clear, actionable insights quickly. It simplifies the data analysis process by allowing users to upload their data, which is then automatically cleaned and prepared for visualization. Without the need for SQL knowledge, users can effortlessly generate a variety of charts and dashboards. The platform emphasizes ease of use, enabling users to explore data by asking questions in plain English and receiving instant visual answers. Spiiny is particularly effective at highlighting trends, patterns, and key insights, making data exploration accessible and efficient for a wide range of users.

face_recognition is a powerful open-source Python library and command-line tool designed for facial recognition tasks. Built upon dlib's state-of-the-art deep learning model, it boasts an impressive 99.38% accuracy on the Labeled Faces in the Wild benchmark. The tool simplifies complex facial recognition operations, allowing users to easily find faces, locate and manipulate facial features (like eyes, nose, and mouth), and identify individuals within photographs or video streams. It supports both Python module integration for custom applications and a straightforward command-line interface for quick tasks, making it accessible for developers and those needing efficient face processing capabilities.

Fuel.AI is an AI data marketplace designed to connect AI builders, including data scientists, engineers, architects, and CTOs, with a global network of data collectors. The platform facilitates the acquisition of bespoke data sets to refine AI models, offering a solution for obtaining custom first-party data. For data collectors, Fuel.AI provides opportunities for flexible work and fair compensation, allowing them to generate income using their smartphones. The platform emphasizes improving AI accuracy and democratizing AI by expanding participation in the AI economy, ensuring secure and ethical data collection through a vetted network of over 10,000 collectors in more than 100 countries.

Reflektar leverages AI and remote sensing to create digital twins of transportation infrastructure. With over a decade of experience in AI model training, remote sensing, and cloud computing, Reflektar processes imagery and LiDAR data to produce valuable insights. Its AI models are robust and proven for various environments, enabling efficient pavement defect assessment, grade widening and twinning, and precise concept and detailed design. The platform also automates asset inventory and utility mapping, performs geometric and safety assessments, and provides real-time traffic insights for work zones. Reflektar supports functional planning, highway maintenance automation, and the production of HD maps for autonomous driving, enhancing accuracy and efficiency in design, construction, and asset management.

The Laion Aesthetic Predictor is an AI tool hosted on Hugging Face Spaces, designed to evaluate the aesthetic quality of images. While the live website currently indicates a runtime error, the tool's purpose is to provide a predictive score for visual appeal. This type of predictor can be valuable for various applications, such as curating image datasets, optimizing visual content for marketing, or assisting artists and designers in refining their work. The tool leverages machine learning models, likely trained on large datasets of images and their associated aesthetic ratings, to generate its predictions. Its availability on Hugging Face suggests an open-source or community-driven approach to AI development.

Anote is an applied AI research company specializing in human-centered AI for data solutions. The platform offers comprehensive services for data labeling, training, prediction, and evaluation, aiming to provide high-quality datasets and evaluations. Anote caters to enterprises, federal clients, and model providers, helping them build and refine their AI models. By focusing on these core aspects, Anote ensures that AI systems are developed with precision and accuracy, supporting a wide range of data-driven initiatives. The company's approach emphasizes the critical role of human intelligence in enhancing AI performance and reliability.

Pareidolia Systems LLP specializes in providing advanced AI solutions for medical imaging, focusing on transforming complex medical images into high-quality, AI-ready datasets. Their services include medical image segmentation, annotation of medical images, 3D model creation, and quality control in medical imaging. They offer cross-domain expertise spanning cardiology, ENT, neurology, radiology, musculoskeletal, ophthalmology, dental, pulmonology, and gastroenterology. The company emphasizes transparent communication, scalability for projects of any size, 24/7 global coverage, and platform-agnostic operations. Their expert annotators are regularly trained and clinically aware, ensuring precision and compliance for regulatory-ready AI solutions.

Aiseberg is an applied research company dedicated to understanding and solving the complex dynamics of B2B purchasing decisions. Their core mission revolves around developing highly adaptable AI algorithms capable of emulating the behavior of various organization types. This innovative approach seeks to achieve perfect matchmaking between B2B buyers and sellers at scale. The team behind Aiseberg brings deep tech expertise, having successfully built companies and products from scratch in the past, with their previous intellectual property powering critical infrastructure in sectors like space, banking, and healthcare. They emphasize a first-principles thinking approach, with an engineering team comprising top talent focused on puzzles, algorithms, and elegant solutions to complex systems, believing in a breakthrough for B2B buying and selling.

Alpharoc champions an AI-native approach to deciphering modern cultural nuances, disrupting traditional research norms. The platform focuses on human intelligence, believing that the best decisions are grounded in what real people think, feel, and do, rather than algorithmic guesses. Alpharoc uses AI to elevate the clarity, speed, and relevance of human insight, acting as an antidote to low-trust panels and biased models. Its systems remove blind spots by delivering immediate, contextualized data, helping customers detect shifts early. Alpharoc's vision is to redefine how organizations anticipate change through a fast, AI-driven precision research engine. Solutions like Edwin verify exact audiences and collect clean, real-time data, while Hingevoter provides real-time voter intelligence.

Branded Research is a market research platform that leverages AI to ensure quality insights by verifying participant responses with over 95% accuracy. It complements big data by capturing attitudes and emotions for a comprehensive view of consumers. The platform offers intelligent and unique audience sampling, recruiting from over 100 different consumer segments and industries. Users can access custom audiences in real-time via a programmatic API solution. Branded Research supports various qualitative and quantitative research methods, including webcam studies, emotional AI, and surveys, providing insights to drive profit-driven decisions.

Groupt simplifies data categorization and analytics, transforming complex arrays of information into clear, actionable insights for enhanced decision-making. Users can upload CSV files containing qualitative data, such as survey responses or user feedback, to receive visualizations of response groupings, categories, and insights. The platform boasts high accuracy in its AI categorization, making it a reliable tool for understanding customer insights. Groupt offers a free trial with a 100-row CSV limit, a Pro plan for lifted row limits and full AI analysis, and an Enterprise option for high-volume, long-form CSVs with advanced AI analysis. It supports only CSV file formats for now and allows users to start for free without a credit card by logging in with Google.

ConvergenceAI specializes in applying AI to solve concrete scientific and business problems. The company builds custom AI models tailored to specific use cases, helping business teams generate insights and analytics for decision-making and operations. ConvergenceAI also handles the deployment of AI models at any scale, whether on-premise or in the cloud, optimizing them for budget and use case. Their development methodology prioritizes maximizing ROI from AI projects, moving quickly from proof-of-concept to production, and ensuring end-user adoption. They aim to build AI systems suitable for the modern enterprise, offering flexible pricing plans including a free tier for individuals and paid options for teams.

Inferenz is a data and AI solutions-led services company specializing in transforming enterprise data into intelligence and measurable business outcomes. Their approach, the iDAR™ Framework, guides clients from data readiness to scalable AI implementation, ensuring clarity, velocity, and ROI accountability. Inferenz offers end-to-end services including Strategy & Consulting for platform, data, and AI strategies; Data & Cloud Modernization for engineering, quality, and governance; AI & Automation for application development and agentic systems; and Operationalize & Scale services covering AIOps, DevOps, LLMOps, and CloudOps. They cater to industries like Healthcare, Insurance, and Hi-Tech, providing solutions that elevate patient outcomes, modernize processes, and fuel innovation.

Acuration IQ is an AI-governed decision workflow engine designed for strategy and consulting teams to make defensible, audit-ready decisions. It enables users to benchmark key performance indicators (KPIs), score partners, and generate comprehensive board-ready decision packs. The platform provides robust features like evidence tracking, versioning, and audit trails, ensuring transparency and accountability in high-stakes decision-making processes. With a private/VPC-first approach, Acuration IQ prioritizes data security and compliance, making it suitable for organizations requiring stringent control over their data and workflows. It aims to streamline complex decision processes, offering a reliable and explainable AI solution.

BeMyEye offers a comprehensive analytics stack designed for consumer brands to optimize their retail execution. The platform enables real-time tracking of in-store performance, allowing brands to quickly identify issues and take corrective actions where they matter most. By providing detailed insights into retail execution, BeMyEye helps businesses ensure product availability, correct merchandising, and promotional compliance. This leads to improved sales, enhanced brand presence, and a more efficient retail operation, ultimately supercharging overall retail performance for consumer brands.

Dagster is a modern data orchestrator platform designed to help engineering teams build, scale, and observe their AI and data pipelines with confidence. It offers a unified control plane for managing various data flows, from ETL/ELT pipelines moving data between SaaS apps and warehouses like Snowflake or BigQuery, to orchestrating dbt, Databricks, or Python transformations for clean, modeled data. Dagster also accelerates ML development with pipelines that streamline data prep, model training, and experiment tracking. Key features include integrated observability with built-in lineage, alerting, and real-time health metrics, as well as a data catalog for discovering and understanding datasets. The platform also introduces Compass, an AI data analyst for Slack, turning questions into trusted insights instantly.

Convergence AI, Data & Digitalisation is a collaborative initiative bringing together TU Delft, Erasmus MC, and Erasmus University Rotterdam to address urgent and complex societal challenges through AI, data, and digitalization. This program focuses on transcending boundaries between institutes and disciplines to create new perspectives and solutions. It aims to harness the power of AI and citizen science, fostering interdisciplinary collaboration through events like designathons. The initiative is part of a larger Convergence alliance, which also includes programs like Resilient Delta, Health & Technology, Pandemic & Disaster Preparedness Center, and Healthy Start, all working to combine strengths, knowledge, and methods to tackle issues related to climate change, healthcare, urbanization, and digitalization within the Rotterdam and Delft delta.

Logically provides narrative decision intelligence for government and enterprise teams through two main offerings. Logically Intelligence is a fast-deploy SaaS platform designed for public-information monitoring, clustering, alerts, and reporting. It helps teams detect emerging signals, understand narrative movement, and identify coordinated behavior across public and open-source information. The second offering, PRISMα, is a custom agentic intelligence system built through a proof-of-concept. PRISMα is tailored to answer critical intelligence questions, run scenario simulations, and recommend actions, with the ability to incorporate approved customer data for mission-specific needs. Logically is built for decisions, not just monitoring, focusing on a continuous intelligence loop from signal detection to action support.

UniFace is a lightweight, production-ready, and open-source face analysis library built on ONNX Runtime, offering a comprehensive suite of features for processing facial data. It includes advanced capabilities such as RetinaFace, SCRFD, YOLOv5-Face, and YOLOv8-Face for face detection with 5-point landmarks, and various models like AdaFace, ArcFace, and MobileFace for face recognition embeddings. The library also provides multi-object face tracking with BYTETracker, 106-point facial landmark localization, and semantic face parsing with BiSeNet. Additional features include trimap-free portrait matting, real-time gaze and head pose estimation, and attribute analysis for age, gender, race, and emotion. For privacy, it offers anti-spoofing and face anonymization with multiple blur methods. UniFace supports hardware acceleration on ARM64 (Apple Silicon), CUDA (NVIDIA), and CPU, making it versatile for different deployment environments.

TerrOïko is an innovative company specializing in ecological engineering and data science, founded in 2012 by two doctors in ecology. They develop new digital technologies applied to biodiversity, leveraging the latest scientific advancements in ecology, data processing, and computer science. TerrOïko provides data-driven solutions for the study and management of biodiversity to clients involved in territorial planning, local authorities, natural space managers, and consulting firms. Their services are applicable across various sectors, including infrastructure, industrial and urban projects, construction, territorial planning, renewable energies, nature conservation programs, public policy evaluation, and international scientific cooperation.

Lystface is a leading face recognition API platform designed to support various applications, allowing businesses to integrate highly secure facial recognition capabilities within minutes. It offers core features such as face verification to confirm identity, face identification to pinpoint individuals in a group, and face matching to compare two images for identity verification. The platform leverages cutting-edge AI technology for precise facial recognition and real-time efficiency, making it suitable for enhancing security, streamlining attendance, and improving user experiences across different industries. Lystface also provides a mobile app for effortless employee attendance tracking and integrates with existing systems like biometric systems and payroll software.