Entrée Capital provides multi-stage funding for innovative start-ups and companies all over the world.  Entrée Capital was founded by successful entrepreneurs with a track record of having successfully invested and exited over twenty businesses on five continents in the past decade. They have offices in London, Tel Aviv and San Francisco

Entrée Capital

Intel Capital invests in innovative startups targeting cloud and AI infrastructure, edge, 5G, autonomy, cybersecurity, client & gaming, enterprise applications, silicon design and manufacturing, and a wide range of other disruptive technologies. Since 1991, Intel Capital has invested US$12.9 billion in more than 1,582 companies worldwide. Intel Capital has adopted the Diversity Term Sheet Rider.

Intel Capital

GFT Ventures is an early-stage frontier technology-focused VC firm investing primarily in the US and Israel. We invest in category-leading startups developing disruptive technologies that solve the world's hardest problems. We add value to our portfolio companies by relying on our extensive experience, track record, and our global relationships with early adopter partners and customers.

GFT Ventures

Publicis Groupe is now the 3rd largest communications group in the world. Through powerful alchemy of creativity and technology, they are driving business transformation across the entire value chain.

Publicis Groupe

A fundamental investment philosophy of ‘Building on principles’ guides us at Mirae Asset. Over the years, these principles have enabled us to become Asia’s premier financial group and created new trends in the Asian capital market.  Above all, we put our clients’ interests first, always adhering to high ethical standards. Because our success clearly comes from their success, we use fundamental investment principles to identify opportunities that generate value and lasting profits.  We are strong believers in teamwork and are determined to recruit the best and brightest people as we open new horizons in Asia and expand globally. Just as we strive to continually improve our own performance, Mirae Asset is committed to helping every community it joins.  On behalf of the entire Mirae Asset Financial Group, I would like to convey the sense of responsibility your trust in us merits and pledge to do all that we can to exceed your expectations.

Mirae Asset Venture Investment

Getty Images is a digital media company. They specialize in capturing, creating, and preserving content to elevate visual communications. They help companies tell stories that will move their brand, their customers, their readers, and viewers, and help them create lasting connections.

Getty Images

Samsung NEXT Ventures is an investment arm of Samsung NEXT, a multifaceted innovation group within Samsung Electronics dedicated to identifying new growth opportunities that will define the next decade. The firm prefers to invest in artificial intelligence, fintech, blockchain, health technology, infrastructure, and media technology sectors.

Samsung NEXT

Atinum Partners is a venture capital firm that invests in the growth stage startups in the IT, biotech, and healthcare sectors.

Atinum Partners

IN Venture is the venture capital arm of Sumitomo Corporation that invests in early-stage technology startups across multiple domains.

IN Venture

J- Ventures is a Silicon Valley based group of VC funds with over $60m under management. Backed by 400+ leading Investors ( 140+ Serial founders, 100+ VCs, 170+ Fortune 500 Executives) as LPs. Our active-LP  venture fund brings the power of this connected & intellectual capital to add real value to the companies we invest in and create a remarkable difference by helping our founders grow and scale to markets quicker. Based in Silicon Valley with investors from 15 communities - Tel Aviv, NYC, LA, London, Miami, Boston, and more. Since 2016 the group made over 50 investments, 4 unicorns and over 10 exits.

J-Ventures

Z Venture Capital is the venture capital arm of Z Holdings that invests in companies that focuses on the insurance and finance industry.

Z Venture Capital

Bria

Bria addresses the challenges of implementing Visual Generative AI for commercial use across all departments—business, product, and technology. We offer Visual Gen-AI for commercial use, done right. Business teams: Bria solves the challenges around legal complexities, privacy concerns, and risks of misinformation, unsafe and misleading output. We take full liability so you can use Visual gen-ai in any commercial framework, product or service.  Product teams: Bria enables implementing products at fast-TTM, top-quality, ready-to-use image customization and text-to-image capabilities. We offer a commercial focus on visual generation and customization by combining authentic and synthetic content, delayering any visual and allowing client-specific data, styles, and brand identity. Technology teams: Bria’s solutions span from web-iframe integration, API & SDK for R&D or pre-trained foundation models with source code and weights for AI teams.

Bria is a technology company specializing in providing tools to develop visual GenAI. Based in Tel Aviv, Bria provides an open platform to develop AI models that can convert text prompts to images or transform existing images, with an emphasis on model transparency, fair attribution, and copyright protections. Bria's models are built using licensed content from stock photography agencies to ensure commercial viability and proper compensation for artists.

Empowering Tomorrow's Innovations with Generative AI Infrastructure

Generative AI Infrastructure

BRIA

BRIA Secures $24M in Series A Funding for Responsible Visual Generative AI Platform

Amazon

To add its Bria AI's, Bria 2.3, 2.2 HD, and 2.3 Fast text-to-image foundation models to Amazon SageMaker JumpStart.

Foundation Models

Fine-tuned versions of large language models, which are focused on specific tasks and applications (e.g. code generation, medical event prediction, financial NLP tasks, etc). These are usually developed by training LLMs using custom data and also serve as foundation models that can be developed even further. These models typically use text inputs and can generate text and/or code outputs.

To leverage AI-powered tools to enhance image customization and generation capabilities on Getty Images' platform, enabling creatives to transform images more efficiently and effectively.

Exploring the limitless possibilities of AI

Generative AI Applications

Companies that offer solutions to create and edit images and GIFs, including techniques such as inpainting, outpainting, upscaling, and stylizing

Bria is a technology company specializing in providing tools to develop visual GenAI. Based in Tel Aviv, Bria provides an open platform to develop AI models that can convert text prompts to images or transform existing images, with an emphasis on model transparency, fair attribution, and copyright protections. Bria's models are built using licensed content from stock photography agencies to ensure commercial viability and proper compensation for artists.Bria offers flexible options for enterprises adopting visual GenAI, including access to pre-trained models through APIs or direct licensing of source code and model weights for further fine-tuning.In September 2023, Bria launched the BRIA 2.3 text-to-image foundation model, which the company described as ensuring "100% safe and ethically responsible AI for commercial use." Built on a latent diffusion architecture similar to Stable Diffusion XL, the model incorporates dual text encoders, a VAE, and a UNet backbone. Bria stated this architecture allows for easy retraining and fine-tuning with proprietary data. Key customers and partnershipsBria’s customers including leading firm in advertising, marketing and media including Publicis, McCann, Fox, and WPP.Bria has partnered with several stock photography agencies to develop its AI models, including Getty Images, Alamy, and Envato. These partnerships allow Bria to train its models exclusively on licensed content. The company also collaborates with boutique and smaller stock photo agencies through its Fair Diffusion program.Bria is part of the AWS Partner network and uses Amazon SageMaker to develop and train its models. The company's models are also available on NVIDIA Picasso for developers.&nbsp;

<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.

INCUMBENTS_PRESENT

PROMINENT_CATEGORY

<div>
 A partnership has been formed between AI model developer Bria AI and Amazon to incorporate Bria AI's models, namely Bria 2.3, 2.2 HD, and 2.3 Fast into Amazon SageMaker JumpStart. These AI models, which are trained on commercially licensed data, can be deployed and utilised in AWS Regions that offer SageMaker JumpStart.
 Illustrating diversity, the Bria model family includes Bria 2.3 formulated for high-quality photorealistic image production, Bria 2.2 HD aimed at producing high-definition visual content, and Bria 2.3 Fast designed for swift image generation.
 Supporting enterprise solutions, Bria AI offers GenAI models which developers can tailor based on specific requirements. For seamless integration with enterprise applications, the company also provides API suits. Moreover, with a focus on responsible technology use, Bria AI asserts its commitment to providing legally safe, trained enterprise solutions.
 
</div>

BRIA

About EDGE

Contact Us

Resources

Area of Focus

Technology Research Made Effortless