Research & Education

Tech2Transfer is an AI-powered platform designed to bridge the gap between scientific research and market applications. It leverages advanced Large Language Models (LLMs) to systematically analyze scientific papers, patents, and technical reports, assessing their commercial viability, intellectual property strength, market potential, and scalability. The platform uses a multi-layered architecture, including document ingestion, chunking, embedding with Sentence-BERT, and Retrieval-Augmented Generation (RAG) to provide accurate and efficient analysis. Tech2Transfer aims to accelerate global science and technology transfer by enhancing research visibility and streamlining the commercialization process for researchers, investors, and industry partners.

Mathpix is an AI-powered document conversion tool designed to transform images and PDFs into various editable and machine-readable formats such as LaTeX, DOCX, Overleaf, Markdown, Excel, and ChemDraw. It provides a snipping tool for screen OCR, a Chrome extension, and robust APIs for developers to integrate its advanced OCR technology into their applications. Mathpix supports deep STEM functionality, including math, chemistry, handwriting, tables, and foreign languages, making it ideal for academic research, publishing, and collaboration. The Secure Conversion Service caters to enterprises needing high-volume document processing, converting millions of pages per hour for data extraction and model training.

Ren is redefining artificial intelligence through its Universal State Machine (USM), a groundbreaking alternative to traditional deep learning. This technology aims to deliver scalable, privacy-first AI that learns and adapts in real-time, significantly reducing the need for extensive computational resources. The USM is designed to be faster, more efficient, and decentralized, moving away from corporate silos to put intelligence back into the hands of individuals. It outperforms traditional neural networks by focusing on systemic interaction, emergent intelligence, and modular adaptability, leading to more affordable and sustainable AI solutions. Inspired by biological intelligence, the USM models knowledge as an interconnected system, enabling deep contextual reasoning and continuous learning.

SoftVision AI is a technology company focused on implementing custom AI solutions to help partners achieve their business goals. They specialize in developing and running AI-powered algorithmic cryptocurrency trading hedge funds, utilizing time-series data analysis and recurrent neural networks. Beyond finance, SoftVision AI applies its expertise to medical records analysis using natural language processing to optimize and streamline healthcare processes. Their team has also worked on projects like ECG beats classification and mammography classification for breast cancer detection, demonstrating a strong background in computer vision and medical AI applications. They also focus on predictive modeling for renewable energy production, aiming to increase the benefits of green energy resources.

Causaly is an agentic AI platform specifically designed for the life sciences, leveraging advanced AI, precision knowledge graphs, and workflow automation to significantly boost R&D productivity and decision-making. It offers a Generative AI Copilot purpose-built for scientists, a high-precision biomedical knowledge graph, and an Enterprise Data Fabric to integrate and enhance internal data. Key products include Agentic Research for science-grade AI workflows, Bio Graph for deep biological insights, and Pipeline Graph for competitive intelligence. Causaly supports use cases such as target identification, biomarker discovery, disease pathophysiology, and indication expansion, helping enterprises navigate the full R&D pipeline from early research to post-market. The platform emphasizes rigorous, relevant scientific search, factual grounding, and comprehensive evidence-backed outputs through its Agentic Orchestration framework.

Thinking Machines Data Science is a tech consultancy based in Southeast Asia, specializing in building enterprise Data and Generative AI solutions. As OpenAI’s first boutique consulting partner in Asia-Pacific, they merge world-class AI innovation with practical strategy, training, and implementation. Their services include Generative AI, Data Governance, Data Analytics, Data Engineering, and Artificial Intelligence, helping organizations move from data chaos to strategic advantage. They offer an online course on using generative AI for executives and senior leaders, focusing on practical applications and business impact. Thinking Machines aims to help leaders achieve real results faster by transforming complex business challenges into AI-powered success.

Whirldata Inc specializes in providing Artificial Intelligence (AI) consulting services, neural networks, and deep learning solutions. The company focuses on delivering solutions that create exponential business value by adhering to a "First Principles" approach, digging deep to understand fundamental problems rather than relying on rhetoric or exotic algorithms. Their core services include strategic consulting, image and video processing, natural language processing (NLP), and data analytics. Whirldata also offers practices in Big Data, Cloud, and "Idea to MVP for Startups," helping businesses transform and innovate. They emphasize business transformation over traditional IT services, aiming for clarity and depth in their problem-solving.

Mindstate Design Labs is a clinical-stage AI neuroengineering platform and drug development company focused on creating novel mental health therapeutics. Their proprietary Osmanthus platform leverages AI, including multi-agent large language models and Bayesian neural networks, to synthesize 60,000 human reports of psychoactive drug effects with biochemical data. This allows them to identify how specific neurotransmitter receptor combinations produce distinct emotional and cognitive states. The company is developing compounds like MSD-001, designed to induce states such as empathy or awe, offering new therapeutic possibilities for psychological afflictions. Their pipeline includes programs targeting precision-designed emotional and cognitive states and novel central nervous system targets.

Converge Bio is a generative AI lab specifically designed for the life sciences, aiming to accelerate drug development. The platform leverages GenAI for innovations in discovery, molecule design, and manufacturing, creating therapies for tomorrow, today. Key offerings include Antibody Design & Screening (ConvergeAB™) for engineering precise antibodies, Gene Expression Optimization (ConvergeGEO™) to maximize protein yields, and Target & Biomarker Discovery (ConvergeCELL™) for identifying novel targets and optimizing clinical trials. The computational lab utilizes a bio-LLM library with foundation models across biological languages, enhanced with curated data and fine-tuned for specific tasks. It emphasizes data privacy, full customer control over generated assets, and a fully managed infrastructure.

Cognitum is a software house based in Poland, offering custom software development services with a strong focus on AI, machine learning, and semantic web technologies. Their expertise spans web and mobile application development, custom enterprise solutions, and machine learning. Key services include Data Analytics, Web and Mobile Development, Team Extension, Digital Transformation, and Product Development. They also provide specialized AI solutions such as Private LLMs, NLP & LLM courses, and AI Helpdesk Agents. Cognitum's competencies cover Computer Vision, Semantic Web, Embedded Systems, and Data Science, catering to industries like Healthcare, Industrial, Telecom, Education, Finance, Government, and Logistics. They also offer proprietary tools like CogniPy for in-memory graph databases and Fluent Editor for ontology editing.

Habana Labs, an Intel company, specializes in developing world-class deep learning accelerators and artificial intelligence processors. Their flagship products, the Intel Gaudi AI accelerators (Gaudi, Gaudi 2, and Gaudi 3), are engineered from the ground up for inference software deployment in production environments and large-scale AI training. These processors aim to provide a viable alternative to other industry-leading solutions, offering competitive performance and efficiency for generative AI and deep learning applications. The platform emphasizes price/performance efficiency, massive scalability with integrated Ethernet ports, and an easy-to-use development platform with optimized software for model migration.

M. Vaudescal provides customized AI training and automation services specifically designed for Small and Medium-sized Enterprises (SMEs). The platform focuses on empowering teams to effectively utilize leading AI models such as ChatGPT, Claude, and Gemini through practical, métier-specific training. Services include prompt engineering, AI agent creation, and no-code automations to streamline repetitive tasks and enhance productivity. M. Vaudescal also offers strategic AI roadmap development, identifying quick wins and supporting long-term digital transformation. The approach combines technical expertise with business vision, ensuring concrete, measurable results within 30 days, even for non-technical teams, without requiring dedicated data scientists.

Modelway S.r.l. specializes in integrating AI and engineering to provide intelligent, reliable, and scalable solutions for complex industrial challenges. Their core competencies include Artificial Intelligence, with expertise in predictive maintenance, digital twins, computer vision, natural language processing, and data analytics, alongside Control Systems, focusing on model-based design, data-driven modeling, advanced control systems, virtual simulation, and self-tuning controls. With two decades of experience, Modelway guides clients through algorithmic choices, offering cutting-edge innovation, integration of tried and tested subsystems, and competence transfer through consulting services. They serve diverse sectors including Automotive, Aerospace & Defense, Industry, Generative AI & NLP, Infrastructures, and Pharma, delivering data-driven innovation tailored to each customer's product.

VedTechBio Research Pvt Ltd is a biopharmaceutical solutions company specializing in drug discovery, development, and marketing. The company aims to bridge the gap between technological advancements and practical applications in healthcare, translating scientific discoveries into tangible solutions that positively impact patient lives. VedTechBio offers end-to-end solutions across the entire drug discovery and development value chain, utilizing state-of-the-art technology including drug technologies, precision medicine, artificial intelligence, machine learning, and real-world medicine. Their proprietary tools, such as RxAgentAI, accelerate these processes by embracing the transformative potential of Generative AI and Machine Learning, crafting custom solutions for pharma innovation.

Swades AI is an Indian-based AI research and development lab dedicated to transforming AI breakthroughs into practical products. The company focuses on applied AI research across critical sectors like healthcare, agriculture, education, and finance. Swades AI develops domain-specific vision models (OpticIntellect) for rapid deployment, operates a large GPU marketplace (Poolcompute) for cost-effective inference, and offers AI voice agents (OpenMic) for call automation. Additionally, they provide foundational voice models (Signal Noise Ratio) for TTS & ASR that are significantly cheaper than competitors. Swades AI also offers custom-tuned sovereign LLMs through a flexible SaaS subscription model, providing control, security, and adaptability without vendor lock-in.

White Swan Labs is a generative AI company currently operating in stealth mode, dedicated to pushing the limits of artificial intelligence. The company's core mission involves redefining what's achievable through advanced AI methodologies. It employs sophisticated techniques such as deep neural networks, reinforcement learning, and evolutionary algorithms to develop its systems. The primary goal is to create autonomous AI systems capable of learning from diverse data sources, generating innovative ideas, and independently driving innovation. While specific products or services are not yet public, the focus is clearly on foundational AI research and development.

Everstar Inc. is dedicated to transforming the nuclear industry by leveraging AI-native document intelligence. Their platform is designed to accelerate nuclear deployment, streamline regulatory timelines, and ensure uncompromised safety. By converting complex documentation into active intelligence, Everstar helps solve nuclear's toughest challenges in record time and at a disruptive cost. The tool offers solutions for operating reactor licensing, reactor operations & engineering, new reactor licensing, radioactive materials users, manufacturing and supply chain, and regulators, aiming to modernize licensing and advance US nuclear competitiveness.

CodeSquire is an AI code writing assistant designed for data scientists, engineers, and analysts to enhance coding productivity. It offers intelligent code completions and suggestions as users type, supporting various environments including Jupyter, VS Code, PyCharm, and Google Colab. The tool can translate natural language comments into functional code, generate entire functions using well-known libraries, and even convert simple instructions into SQL queries. Additionally, CodeSquire can explain existing code, helping users understand complex functions. It also supports the creation of multi-step complex functions and adapts to individual coding styles, providing tailored suggestions to improve efficiency.

LABZ.AI is an expert AI and software consulting boutique dedicated to helping startups and enterprises develop cutting-edge AI-powered products. With over 7 years of proven results, they offer end-to-end development of AI features, vision systems, automation tools, and LLM-based solutions. Their expertise spans GPT copilots, AI voice agents, chatbots, smart assistants with prompt engineering, RAG, speech AI, and fine-tuning. They also provide advanced computer vision systems for object detection, classification, and analysis, including 3D mapping and spatial tracking. Beyond AI, LABZ.AI offers full-stack web and mobile development using modern tech stacks like React, Flutter, Node.js, and Python, alongside data engineering services for pipelines, enrichment, and insights dashboards. They also provide fractional AI teams for startups needing ongoing AI expertise.

AILABS offers comprehensive training and certification courses in Artificial Intelligence and Machine Learning, catering to both students and working professionals. The platform provides a range of programs, including fundamentals of machine learning, advanced machine learning, data science bootcamps, and specialized courses in deep learning, natural language processing, and computer vision. AILABS collaborates with universities like MAKAUT (WBUT) for post-graduate diplomas and M.Tech programs, ensuring industry-relevant curriculum. Courses are delivered through virtual instructor-led sessions, incorporating a blend of theory and practical, industry-based use cases. The training emphasizes hands-on experience with popular tools and Python packages like Jupyter Notebook, TensorFlow, Keras, NumPy, and Pandas, preparing participants for real-world AI applications.

LLM Token Counter, also known as Price Per Token, is a free, browser-based tool designed to help developers and professionals estimate the cost and token usage of Large Language Models. It allows users to input text and instantly calculate token counts and API costs across over 300 different LLM models, including popular ones like GPT-5, Claude, Gemini, Llama, and DeepSeek. The tool provides real-time cost estimates for both input and output tokens, helping users optimize their prompts and manage API expenses effectively. It also offers a comparison table to evaluate pricing across various providers, making it easier to find the most cost-efficient models for specific needs. Additionally, the platform provides resources like a free PDF guide on reducing token usage.

JarvisLabs.ai offers an instant and affordable solution for renting high-performance GPUs, specifically designed for AI, ML, and deep learning workloads. The platform provides access to NVIDIA H100, A100, and RTX GPUs with a pay-as-you-go model, starting from $0.39/hr, ensuring no long-term commitments. Users can launch fully configured environments in under 90 seconds, choosing from pre-configured frameworks like PyTorch, TensorFlow, ComfyUI, and Automatic1111. It supports scaling from single to multi-GPU clusters and offers multiple access methods including JupyterLab, VS Code Web, and SSH. The service is trusted by over 27,000 AI developers and provides a 99.9% uptime SLA, making it a reliable choice for demanding computational needs.

Wakeb_Data is a leading company specializing in artificial intelligence, digital transformation, and advanced software solutions, particularly in the Kingdom of Saudi Arabia. The platform provides a comprehensive suite of AI solutions, including machine learning, cognitive computing, and smart applications. Beyond AI software, Wakeb_Data also offers drone technology, customized solutions, and services in digital infrastructure, information security, and business solutions. Their vision is to lead in developing AI and autonomous technologies, harnessing their power to create a positive and sustainable impact on society and the economy, catering to a wide range of requirements and domains.

Neural Magic, now part of Red Hat, offers an integrated AI platform designed for deploying, managing, and scaling AI inference and agentic AI workflows. The platform, Red Hat AI Enterprise, supports AI-powered applications across various infrastructures, emphasizing an open source approach. It provides tools for optimizing AI models, including LLM Compressor for inference efficiency, and enables users to run AI models in cloud development environments. Red Hat AI Enterprise 3.3 expands hardware choices, includes geospatial models, and supports sparse Mixture-of-Experts (MoE) architectures, offering more power and stability for AI solutions. The platform aims to give users control over their AI strategy, data, models, and deployment decisions.