Seedcamp is Europe's seed fund, identifying and investing early in world-class founders attacking large, global markets and solving real problems using technology. The Seedcamp Nation includes over 400 startups building breakout businesses that change the way people live, interact and buy and includes publicly listed UiPath, Wise, and unicorns Revolut, Hopin, Sorare, Pleo, and wefox along with fast-growing businesses such as Grover, viz.ai and Ezra.  Seedcamp fast-tracks a founder's vision and creates value through immediate access to smart capital, a lifelong community of support and a global network built upon more than a decade's experience backing exceptional talent. Seedcamp fast-tracks a founder's vision and creates value through immediate access to smart capital, a lifelong community of support, and a global network built upon more than a decade's experience backing exceptional talent.

Seedcamp

Y Combinator is a startup accelerator that provides funding and mentorship to early-stage companies. It offers a program where startups receive guidance from experienced entrepreneurs and investors. The organization helps founders in their business models and develop their products. Y Combinator serves industries such as technology, healthcare, and finance.

Y Combinator

Kima Ventures is one of the world's most active early-stage investors, investing in 2 to 3 startups per week all over the world; providing founders with funding, network, and support for them to reach the next steps of their journey. The firm invests from seed to Series A, mostly as lead investor but also working alongside other investors; backing ambitious founders who work hard to build awesome things that more and more people use everyday. The company helps them to build a great team, to learn very quickly, to keep the right focus and execute towards growth. Kima takes pride of itself in working side-by-side with entrepreneurs. They claim to understand that fundraising is only one step in the company’s journey, that’s why they take quick decisions and make the fundraising process as smooth as possible so the founders can get back to the work of building their business. Kima considers itself not only an investor, but a network of founders and experts sharing a pay it forward mindset. Headquartered in Paris with an office in London, the company was founded and backed by Xavier Niel, founder of Iliad and supporter of entrepreneurs through such projects as 42, Station F and 101projets. Over the last 5 years Kima has invested in over 400 startups in 24 different countries.

Kima Ventures

Axeleo Capital (AXC) is an Emerging independent early-stage VC, trusted and backed by seasoned entrepreneurs and industry experts across Europe, focusing on B2B software and Greentech startups Axeleo Capital provides a unique framework for European early-stage startups with equity investments from seed to Series B stages, operational guidance, and strategic assistance. Focusing on B2B software and Greentech startups, we are the first institutional investor for tech founders, and we believe in supporting them every step of the way. Due to our DNA and our entrepreneurial story, our tailored approach includes support for team management, business strategies, partnerships, and ESG activities. We boast an active ecosystem of more than  150  high-level  entrepreneurs, sector experts and mentors who have been instrumental in numerous success stories across Europe and the US. Committed to sustainability, we integrate ESG activities into our tailored approach, ensuring our portfolio companies thrive responsibly.

Axeleo Capital

Financiere Saint James is the Family Office of Michaël Benabou, vente-privée.com's co-founder. We invest in digital startups bringing disruptive services to the market. Financiere Saint James invested in companies such  Welcome to the Jungle, Glovo, Alma, WeMaintain, Spendesk. Financiere Saint James also invests in PE/VC funds.

Financiere Saint James

Motier Ventures is the Family Office managing the investments in Tech start-ups made by the owners of the Galeries Lafayette Group. We are a value-added business angel. At scale. We provide agile and patient capital, investing up to €300k as Business Angel in your early days and following with up to €3m on next rounds. Our favorite investment themes include Future of Commerce, FinTech, Web3 Picks & Shovels, Creative Technologies and Cybersecurity. We bring for your business 125 years of experience in entrepreneurship and a wide network within our brands (Galeries Lafayette, La Redoute, BHV, Citynove...) and across many industries. If you are aiming at changing the game in your industry, we would be happy to connect.

Motier Ventures

OPRTRS CLUB is a community-led investment platform for tech operators.

OPRTRS CLUB

Linkup

Linkup connects large language models (LLMs) and AI agents to the internet. The platform enables AI systems to access, search, and interact with web content efficiently, enhancing their capabilities and reducing inaccuracies. By providing APIs, Linkup allows developers to integrate web content into AI applications seamlessly.

Linkup is a platform that enhances LLMs by providing access to reliable, up-to-date information from premium and trusted sources via an API. It integrates search engine capabilities, reducing the risk of inaccurate or fabricated responses and enabling the retrieval of accurate content from the web and other sources. Notably, the company’s solution claims to access content 15x faster than web scraping.

Empowering Tomorrow's Innovations with Generative AI Infrastructure

Generative AI Infrastructure

Linkup aims to build an internet in which AI and human aspirations coincide, resulting in development that benefits everyone.

Linkup is a platform that enhances LLMs by providing access to reliable, up-to-date information from premium and trusted sources via an API. It integrates search engine capabilities, reducing the risk of inaccurate or fabricated responses and enabling the retrieval of accurate content from the web and other sources. Notably, the company’s solution claims to access content 15x faster than web scraping.The company also offers a “Premium Content Partners Program,” where content providers such as research entities, publishers, and data providers can make their content accessible to LLMs. As of November 2024, the company was in the process of implementing agentic AI features into its platform.The company offers freemium plans, with paid monthly subscriptions ranging from EUR 29 to EUR 399 (~USD 31 to USD 420).

Founded in Israel, NeuReality specializes in providing hardware infrastructure to streamline computation processes to accelerate the development of AI applications. Its technology assists AI inferencing deployment by offering a comprehensive system solution that seamlessly supports a vast array of deep learning models.NeuRealitys’ infrastructure includes an architecture called the Network Addressable Processing Unit (NAPU) to maximize the capabilities of Deep Learning Accelerators (DLAs). This design facilitates inference through purpose-built NAPUs that are specifically crafted for AI inference tasks, enhancing performance and efficiency.The NR1 AI Inference Solution by NeuReality is a comprehensive system comprising architecture, hardware, and software platforms. Launched in November 2023, it intends to simplify the installation, utilization, and management of AI, making it accessible and manageable for users.The hardware offerings of the solution include,1. NR1 Network Addressable Processing Unit : A network addressable inference Server-on-a-Chip with an embedded Neural Network Engine, which is a workflow-optimized hardware device with specialized processing units, native network capabilities, and virtualization capabilities2. NR1-M™ AI Inference Module : A full-height, double-wide PCIe card containing one NR1 Network Addressable Processing Unit (NAPU) system-on-chip and a network addressable Inference Server that can connect to an external Deep Learning Accelerator (DLA)3. NR1-S AI Inference Appliance : An optimized design for an inference server that contains NR1-M modules with the NR1 NAPU, which enables disaggregated AI service in a scalable and efficient architectureThe software component of the solution is designed to be compatible with any trained model from any development environment. It includes tools that handle the entire AI pipeline and enable seamless connection of AI workflows to any environment.NeuReality differs from traditional AI chip connectivity in replacing CPU-centric support with an AI-centric platform. This allows components to communicate directly with AI accelerators, eliminating the need for commands to pass through a central processing unit. Additionally, the technology enables AI accelerators to connect with each other, enhancing efficiency and performance in AI applications. It also claims its AI-centric approach reduces complexity, cost, and power usage. The firm claims it can reduce inference costs by 90%.Key customers and partnershipsIn November 2021, NeuReality teamed up with IBM to develop advanced AI inference technology by enhancing its NR1 chip and system for use in IBM's Hybrid Cloud.In September 2021, the company partnered with Xilinx to develop AI-centric platforms that improve real-world AI applications. This collaboration was intended to focus on NeuReality's AI-centric inference platform NR1-P and address existing issues with AI deployment including cost and complexity.

NeuReality

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 Accubits is an AI and BLOCKCHAIN focused development and solutions company based in Washington DC with its development offices in India and Dubai. Pioneering as a custom Blockchain solutions provider delivering solutions ever since 2012, Accubits is one of the oldest and experienced Blockchain dev house in the market and is featured as one among the top 13 Blockchain companies in India by INC42. We are a big family of engineers, innovators, inventors and many others continually working to help our customers in leveraging their business and adding value to their lives. Over the past 6 years, We have delivered more than 600 projects, for over 200 clients worldwide. Several of Fortune 500 companies in sectors from Retail to Health are being powered by our solutions to streamline and leverage their growth.Our portfolio for AI solutions includes intelligent conversational tools, RPAs, CRMs, SIPs, real-time video and image analytics systems, state of the art ALPR systems and many more being used enterprises, startups across North America, Canada, Middle East, Hong Kong, Singapore, Indonesia, India &amp; Sweden. Our portfolio of Blockchain development includes custom DApps and smart contracts, crypto token and exchange development, integrated blockchain services and ICO platforms.
 
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Accubits

<div>
 
 LeewayHertz is a leading software development company delivering tailor-made digital solutions to businesses worldwide. Our team of 250+ full-stack developers, designers and innovators has designed and developed 100+ digital solutions across industry verticals. As a close-knit team of AI and web3 experts, designers and full-stack developers, we undertake collaborative research and development to create next-gen applications and solutions perfectly suited to the evolving tech space. As a technology pioneer with deep knowledge and expertise in AI, blockchain and other advanced technologies like IoT, LeewayHertz believes in helping companies overcome their most complex tech challenges and drive business growth. Our motto, &lsquo;You Dream It: We Build It,&rsquo; reflects our business philosophy. From putting flesh on your idea to delivering the expected end product, we do whatever it takes to make your project successful. Having worked with 30+ top fortune 500 companies and created various on-demand solutions, we boast an impressive work portfolio demonstrating our expertise.
 
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LeewayHertz

Databricks, a data and AI company established by the original developers behind prominent Big Data solutions such as Delta Lake, Apache Spark, and MLflow, and provides organizations with AI and data analytics tools for efficient management of their data.&nbsp;Databricks' primary product is the Databricks Lakehouse platform, a unified data intelligence platform that merges a data warehouse and data lake to provide developers with efficient access to data and enables enterprise customers to create their AI models—similar to a ChatGPT-style AI system—using only their internal data.&nbsp;Databricks Unity Catalog, part of the Databricks Lakehouse Platform, provides unified governance for structured and unstructured data, machine-learning models, notebooks, dashboards, and files across various environments, offering automated monitoring, proactive alerts, and seamless data sharing through Delta Sharing integration. Furthermore, Databricks offers an open architecture that streamlines the AI development process, allowing the integration of various LLMs such as Llama 2, Azure OpenAI, and Anthropic, enabling customization with enterprise data for tailored model creation. In&nbsp;<a href="https://sp-edge.com/updates/28436">April 2024</a>, Databricks introduced its Data Intelligence platform for energy to use AI technology to process large data for energy companies. Following this, the company added synthetic data capabilities for AI agent evaluation in&nbsp;<a href="https://sp-edge.com/updates/37008">December 2024</a>.Notably, Lakehouse leverages NVIDIA technology for accelerated data processing and AI model generation. Databricks also offers industry-specific solutions like Databricks Lakehouse for Healthcare, Financial Services, Retail, and Manufacturing.Databricks has expanded its offerings through multiple acquisitions, including MosaicML (<a href="https://sp-edge.com/updates/19683">July 2023</a>), Arcion (<a href="https://sp-edge.com/updates/23041">October 2023</a>), Okera (<a href="https://sp-edge.com/updates/18197">May 2023</a>), and Datajoy (October 2022).&nbsp; Key customers and partnershipsAs of November 2024, Databricks served a global customer base of more than 10,000 organisations, including Comcast, Conde, DuPont, Honeywell, Rolls-Royce, Shell, and Tata Steel.Databricks collaborates with over 1,200 global cloud, ISV, and consulting partners to deliver data, analytics, and AI solutions, supporting customers in scaling their projects.Notable partnerships include collaboration with AWS in&nbsp;<a href="https://sp-edge.com/updates/34884">October 2024</a> to leverage AWS Trainium chips as the preferred AI chip to power Databricks' Mosaic AI model training and serving capabilities.&nbsp;Databricks also partnered with Karini AI in&nbsp;<a href="https://sp-edge.com/updates/33687">September 2024</a> to accelerate GenAI deployment for enterprises.&nbsp;

Databricks

Labelbox offers a data-centric AI platform for enterprises, enabling them to develop, optimize, and use AI to solve complex problems and power new products and services.&nbsp;&nbsp;Labelbox’s platform offers capabilities for building, optimizing, training, fine-tuning LLMs, and AI-enabled data labeling automation.&nbsp;Its products include&nbsp;1) Catalog: A platform for building AI applications with features such as advanced search capabilities and optimizing data for labeling budgets2) Annotate: A data labeling solution designed to streamline and accelerate labeling operations using automation tools and pre-labeling techniques(3) Model: Offers tools for data enrichment, model-assisted labeling, and custom Foundry Apps to automate data management tasks and improve AI model performance&nbsp;&nbsp;(4) Boost: Offers fully managed tailored solutions such as on-demand data labeling services to enhance AI development speed and efficiency.&nbsp;As such, Labelbox enables companies to streamline the fine-tuning and alignment of LLMs and enables the validation of outputs through techniques such as reinforcement learning with human feedback (RLHF), reinforcement learning from AI feedback (RELIEF), and evaluation. This incorporation of human expertise ensures more accurate, contextually relevant, trustworthy, and secure results from LLM systems.The platform is offered through a SaaS subscription model with packages ranging from free subscriptions with limited usage and custom pricing for enterprises.Key customers and partnershipsThe firm's solutions have use cases across diverse industries, including retail, consumer internet, healthcare, manufacturing, and financial services. Labelbox has a large portfolio of customers, including NASA's Jet Propulsion Laboratory and Blue River Technology, a smart AgriTech company that used Labelbox's model-assisted labeling suite to enhance its See &amp; Spray technology in smart agriculture, resulting in herbicide cost savings of 70%–80. Labelbox's customers also include several Fortune 500 companies, such as Walmart, P&amp;G, Audi Adobe, Airbnb, Bayer, and Bosch.Key partnerships include a long-term collaboration with <a href="https://sp-edge.com/updates/21770">Google Cloud </a>to facilitate digital transformations in retail, consumer internet, financial services, and manufacturing and logistics.&nbsp;

Labelbox

Integrated solutions that handle various processes such as model training, fine-tuning, model deployment, monitoring, and maintenance in working with and deploying LLMs

Platforms that provide hardware such as high-performance CPUs, GPUs, or TPUs, including cloud-based solutions that are commonly used to train and run GenAI models efficiently

Platforms that assist with fine-tuning pre-trained GenAI models or custom models tailored to specific use cases. Includes services that train models from scratch or use existing models

Platforms that store and retrieve training data in vector databases for access during the model training phase

Services to deploy GenAI models (on-premises or cloud-based) into production environments and integration tools to support existing systems and workflows

Ongoing monitoring of GenAI models to ensure performance. Includes regular model retraining, performance optimization, and troubleshooting

Platforms that assist in designing and refining prompts or instructions to GenAI models to get the desired responses or outcomes

Platforms that enable safe, responsible, and ethical GenAI deployment, ensuring compliance with regulations and/or protection against GenAI-based cybersecurity threats.

All services offered by these companies provide support to AI/ML

NLP is a key component of generative AI which is the core focus of this hub.

All companies within this space are offering infrastructure for generative AI

Generative AI infrastructure hub covers companies that deploy and run these foundation models.

<div>
 Linkup, an AI web access platform, has successfully landed a seed funding round of approximately USD 3.2 million. This substantial investment was backed by numerous entities, including Seedcamp, Axeleo Capital, Motier Ventures, Financière Saint James, OPRTRS Club, and Kima Ventures, along with several angel investors from the AI and media sectors.
 The attained funds will primarily be directed towards various crucial procedures. This lists the development of proprietary models and capabilities and augmentation of the existing infrastructure to cater to increasing demand. Further, Linkup also aims to reinforce its global partnerships with data providers and content publishers. The recruitment of machine learning and software engineering specialists for its technical team is also on the docket.
 Linkup's platform is specifically known for enhancing large language models (LLMs) by providing access to reliable information sourced from premium and trusted sources. The platform is integrated with search engine capabilities, which reduce the possibilities of inaccurate or fabricated responses. This allows the retrieval of accurate content from the internet and other sources.
 </div>

Linkup

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