Speedinvest is one of Europe’s most active early-stage investors, with more than €1bn AUM, 40 investors, and offices in Berlin, London, Munich, Paris, Vienna and San Francisco.  Your success is our priority, so we don’t just send some money and ''check in'' at board meetings. Our mission is to empower you with game-changing support through every stage of your journey.  Our focused investment teams know your industry inside and out. Their Deep Tech, Fintech, Industrial Tech, Network Effects, Digital Health and Subscriptions experience, know-how and deep networks are yours from day one.  You also have full access to our in-house Platform+ team of operational experts who can provide tailored growth marketing, people (HR), US business development, and networking support throughout every stage of your journey.

Speedinvest

Berkeley SkyDeck Fund is an investment Arm Behind UC Berkeley's SkyDeck Accelerator.

Berkeley SkyDeck Fund

Angel Invest is one of Europe's most active early-stage funds, making 50+ investments every year into European technology startups at the pre-seed and seed stages (€100k checks). We actively coach founders and give them access to our networks.

Angel Invest

OpenOcean is a thesis driven pan-European early-stage Venture Capital investor with offices in Helsinki and London. Our investment strategy focuses on leading or co-leading Series A investments in European companies driving the data economy with a focus on B2B platforms and Enterprise Software technology. Our investments are driven by three core theses: Automation, Data Infrastructure and Future of Software Development, with initial average investment sizes of €5m. ‍  Our founding team members include key persons behind MySQL AB (sold to Sun Microsystems Inc. for $1 Billion in 2008), after which the team jointly built category leader MariaDB Corporation Ab, as well as forming and managing OpenOcean. Our DNA is rooted in having a deep understanding of the underlying technology and software stacks, which drive the growth of innovative new digital platforms and services. Our strong technical background and expertise allows us to identify and invest in the next game-changing and category winning start-tups at the early-stages, whose unique solutions can be rapidly scaled and adopted globally.

OpenOcean

MMC Ventures is an investment firm that invests in technology companies at Seed and Series A. MMC commits to a deep understanding of each company’s underlying technology and business model to help make better decisions and be more effective partners. Transformative technology companies MMC has backed to date include Gousto, Interactive Investor, Copper, Signal AI, Synthesia, Peak and more.

MMC Ventures

SCM Advisors (UK) Limited is a member of SCM Group, Ukraine’s leading financial and industrial group

SCM Advisors

Rogue Capital Collective is an angel investment firm.

Rogue Capital Collective

OSS Capital's mission is to catalyze the commercial open-source software (COSS) investment landscape by rethinking the traditional VC model by focusing exclusively on backing and supporting early-stage COSS founders of the next-generation. We are backed and supported by the previous generation of the worlds most successful and experienced COSS founders who have collectively: - Started 40 + of the worlds largest and most successful COSS companies - Unlocked $16 billion + in aggregate annual revenue - Driven $70 billion + in outcomes/exits across IPOs, M&A and PE events - Captured $145 billion + in aggregate value - Created 44,000 + full-time OSS jobs - Raised $9 billion + in venture capital If you are a COSS founder looking for the worlds most differentiated lifecycle agnostic source of capital for your venture, look no further than OSS Capital.

OSS Capital L.P.

Benchmark invests in and works alongside entrepreneurs building startups into transformational companies. They focus on early-stage venture investing in mobile, marketplaces, social, and infrastructure and enterprise software. Founded in 1995, the firm has offices in Woodside and San Francisco, California. The firm has been recognized for its commitment to open source and is noted for creating the first equal ownership and compensation structure for its partners. The five equal general partners who take board seats and a hands-on approach to every entrepreneur and company they back, with no junior investment staff. Current general partners are Chetan Puttagunta, Sarah Tavel, Victor Lazarte, Peter Fenton, and Eric Vishria. Benchmark has had 37 exits since beginning of 2011; 14 IPOs and 23 M&As representing a total market value of more than $60 billion. Benchmark’s current portfolio of early-stage venture investments includes private market leaders such as Uber, Snapchat, Tinder, Stitch Fix, Elastic and Cyanogen; recent IPOs and acquisitions such as Twitter, Instagram, Yelp, League of Legends, Jasper, OpenTable, New Relic, Hortonworks, Amplitude, Confluent, GrubHub, Zendesk and Zillow; and franchise companies from Juniper to eBay to Red Hat.

Benchmark

Mayfield is a global venture capital firm with a people-first philosophy and a 50+ year track record of inception and investing, partnering with founders to build iconic enterprise, consumer, and engineering biology companies. Since its founding, the firm has invested in more than 500 companies, resulting in 119 IPOs and more than 200 acquisitions, and currently has $2.5B under management.

Mayfield Fund

TQ Ventures is an early-stage venture firm led by Andrew Marks and Schuster Tanger. We manage over $1 billion in assets and are currently investing from our $500m Fund III. As generalists, we're agnostic to industry vertical and geography; instead, we're business model-driven and prioritize partnering with extraordinary founders building primarily software businesses. We're proud of the reputation we've earned in the founder community, which has come from our approach to partnership and our differentiated networks and support.

TQ Ventures

Y Combinator is a startup accelerator that invests in a large number of startups twice a year. It created a new model for funding startups. Twice a year, the company invests a small amount of money ($150k) in a large number of startups. The startup accelerator works intensively with the companies for three months, to get them into the best possible shape and refine their pitch to investors. Each cycle culminates in Demo Day when the startups present their companies to a carefully selected, invite-only audience.

Y Combinator

NVentures is a venture capital firm that invests in early-stage technology companies, focusing on innovations in various sectors. NVentures is the venture capital arm of NVIDIA.

NVentures

Walden Catalyst provides early-stage investments and operational expertise in data, deep tech, AI, cloud, and digital biology. The venture capital firm is a legacy from Walden International and Samsung Catalyst Fund. It is committed to leveraging its operational and investing experience to help early-stage entrepreneurs rapidly scale and innovate as they build the next generations of businesses. Walden Catalyst partners with the next wave of industry visionaries to help entrepreneurs unlock innovation and accelerate growth.

Walden Catalyst

MindsDB

MindsDB utilizes machine learning so its users can ask predictive questions of their data and receive accurate answers from it. Adam Carrigan and Jorge Torres founded the open source company with a mission to democratize machine learning. MindsDB was a graduate of YCombinator's recent Winter 2020 batch and was recently recognized by Forbes as one of America's most promising AI companies.

<div>MindsDB utilizes machine learning so its users can ask predictive questions of their data and receive accurate answers from it. Adam Carrigan and Jorge Torres founded the open source company with a mission to democratize machine learning. MindsDB was a graduate of YCombinator's recent Winter 2020 batch and was recently recognized by Forbes as one of America's most promising AI companies.</div>

Empowering Tomorrow's Innovations with Generative AI Infrastructure

Generative AI Infrastructure

MindsDB Launches Conversational Enterprise-ready AI That Shows You How It Thinks

<div>
 
 MindsDB utilizes machine learning so its users can ask predictive questions of their data and receive accurate answers from it. Adam Carrigan and Jorge Torres founded the open source company with a mission to democratize machine learning. MindsDB was a graduate of YCombinator's recent Winter 2020 batch and was recently recognized by Forbes as one of America's most promising AI companies.
 
</div>

<div>
 
 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&rsquo; 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 capabilities
 
 
 2. 
 NR1-M&trade; 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 architecture
 
 
 The 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 partnerships
 
 
 In 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.
 
 
 Funding and financials
 
 
 In 
 <a href="https://sp-edge.com/updates/27745">
 March 2024
 </a>
 , NeuReality secured USD 20 million in funding led by The European Innovation Council (EIC) Fund. The funds were intended to accelerate the deployment of NeuReality&rsquo;s NR1AI Inference Solution.
 
 
 In December 2022, it secured USD 35 million in a Series A funding round led by Samsung Ventures, with Cardumen Capital, Varana Capital, OurCrowd, XT Hi-Tech, and others as participants. The funding was used to launch its flagship AI inferencing solution.
 
</div>

NeuReality

<div>
 
 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.
 
</div>

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.
 
</div>

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.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.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.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). Key customers and partnershipsAs of July 2023, Databricks served a global customer base of approximately 10,000, including notable customers such as Comcast, DuPont, Honeywell, Rolls-Royce, Shell, and Tata Steel.Notable partnerships include collaboration with NVIDIA to incorporate NVIDIA TensorRT-LLM into its inference service and a partnership with Hevo-Data to automate data integration into the lakehouse for mutual customers (October 2022).Databricks also partnered with Karini AI to accelerate GenAI deployment for enterprises (<a href="https://sp-edge.com/updates/33687">September 2024</a>)Databricks also provides an LLM Mesh partner program; it has partnered with firms such as <a href="https://sp-edge.com/updates/24218">Dataiku </a>where an emphasis is placed on comprehensive data access, enabling tight integration of GenAI applications with enterprise data.

Databricks

<div>
 
 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&rsquo;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 budgets
 
 
 2) 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 partnerships
 
 
 The 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%&ndash;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.
 
 
 Funding and financials
 
 
 In January 2022, the firm raised USD 110 million in Series D funding led by SoftBank's Vision Fund 2. The company planned to utilize the funds to finance company expansion.
 
 
 
</div>

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.

MindsDB

About EDGE

Contact Us

Resources

Area of Focus

Technology Research Made Effortless