Basis Set Ventures is an early-stage investment firm focused on artificial intelligence and its practical application. It focuses on seed and Series A investments, writing checks typically between $1 million and $3 million. The firm invests in enterprise companies, concentrating on scalable infrastructure, collaboration tools, automated workflows, and autonomous machines. Lan Xuezhao headquartered Basis Set Ventures in San Francisco, California in 2017.

Basis Set Ventures

They support research-driven founders in finding product-market fit for their prototypes. They don’t mind if your idea is raw. They  help you to iterate on your crappy prototype and investigate if your ideas are worth pursuing. They offer product and investment expertise, on your side on Day 0 — helping you to build now and raise later.

Salisbury Ventures

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

Techstars is a global platform that provides investment and innovation. Through the Techstars Worldwide Entrepreneur Network, founders and their teams connect with other entrepreneurs, experts, mentors, alumni, investors, community leaders, and corporate partners who will help their companies grow. Techstars operates four divisions: Techstars Mentorship-Driven Accelerator Program supercharges success and Techstars Startup Programs inspire, educate, and connect entrepreneurs. Techstars Venture Capital Fund invests in innovative and disruptive companies. Techstars Corporate Innovation Partnerships help brands create products and services. Techstars' accelerator portfolio includes more than 1,000 companies with a market cap of $8.1 billion.

Techstars

Accel is an early and growth-stage venture capital firm that powers a global community of entrepreneurs. Accel backs entrepreneurs who have what it takes to build a business.  Accel’s vision for entrepreneurship and business enables it to identify and invest in the companies that will be responsible for the growth of next-generation industries. Accel-backed companies include Atlassian, Braintree, Cloudera, DJI, Dropbox, Dropcam, Etsy, Facebook, Flipkart, Lookout Security, MoPub, Qualtrics, Slack, Spotify, Supercell, Vox Media, and others.

Accel

GGV Capital is a global venture capital firm that separated into two distinct firms and separate brands as of March 29, 2024. The Asia partnership, Granite Asia, is headquartered in Singapore and invests in the APAC region, including Southeast Asia, Japan, China, India, and Australia. The U.S. partnership, Notable Capital, is based in Silicon Valley with offices in San Francisco and New York, and invests in the U.S., Israel, Europe, and Latin America.

GGV Capital

Mango Capital is a venture capital company. The company prefers to invest in seed/early-stage companies in the enterprise software sector. Mango Capital is headquartered in San Francisco Bay Area, West Coast and was founded in 2018.

Mango Capital

Dig Started provides portfolios with access to an unparalleled portfolio success model, focused on clearing the hurdles of early company building and more. Dig Ventures is a pre-seed and seed-stage fund investing in B2B SaaS and cloud infrastructure companies in Europe, Israel, and the US.

Dig Ventures

Andreessen Horowitz is a venture capital firm specializing in investing in seed, start-ups, early, mid-stage, growth, and late-stage. It prefers to invest in the social media business and technology sector with a focus on software, back-end infrastructure, the infrastructure of the Internet, cloud computing, enterprise software and services, consumer, business Internet, mobile-Internet, consumer Internet, cloud computing, data storage, social network browsers data-storage, consumer electronics, networking functions, software related biology, biotech, and medicine companies at the intersection of computer science and life sciences with a focus on digital therapeutics, cloud technology in biology, and computational medicine.

Andreessen Horowitz

Cultural Leadership Fund connects the great cultural leaders to the best new technology companies. It also enables more young African Americans to enter the technology industry.

a16z Cultural Leadership Fund

468 Capital is a Berlin and San Francisco based technology investment firm. We support leading software, AI and internet growth companies across multiple investment stages.

468 Capital

StepStone provides investment services to institutional investors focused on achieving excess net (after fees) risk-adjusted private equity returns. StepStone builds private equity portfolios by accessing the market through a combination of fund investments, co-investments, and secondary purchases.

StepStone Group

PayPal Ventures is PayPal's venture capital arm, investing in PayPal's strategic interest fields for return. Leveraging PayPal Venture's expertise and experience, PayPal – and the companies in which it invests – are helping to bring innovative solutions to market more quickly, scale them faster, and build a global financial system that is more transparent, personalized, inclusive, and customer-focused. PayPal Venture's investments reinforce its commitment to leading the financial technology industry and supporting entrepreneurship.

PayPal Ventures

Rasa

Rasa is the leader in generative conversational AI, empowering enterprises to optimize customer service processes and reduce costs by enabling next-level AI assistant development and operation at scale. Combining pro-code and no-code options, our platform allows cross-team collaboration for smarter and faster AI assistant building to accelerate time-to-value significantly.  Our unique approach transparently leverages an LLM-native dialogue engine that makes Rasa a reliable and innovative partner for enterprises seeking to significantly enhance their customer interactions with seamless conversational experiences. Rasa provides the data privacy, security, and scalability our Fortune 500 enterprise customers need.  Rasa is privately held, with funding from PayPal Ventures, StepStone Group, Accel, Andreessen Horowitz, and Basis Set Ventures. www.rasa.com

Rasa provides infrastructure for enterprises to build GenAI assistants by combining its proprietary CALM (Conversational AI with Language Models) technology with a low-code user interface. Features include building conversation flows through drag-and-drop components, testing functionalities, and managing training data.&nbsp;

Empowering Tomorrow's Innovations with Generative AI Infrastructure

Generative AI Infrastructure

Rasa Recognized as a Representative Vendor in Gartner® Market Guide for Conversational AI Solutions

Rasa provides infrastructure for enterprises to build GenAI assistants by combining its proprietary CALM (Conversational AI with Language Models) technology with a low-code user interface. Features include building conversation flows through drag-and-drop components, testing functionalities, and managing training data.&nbsp;This platform enables developers to create AI assistants capable of engaging in contextual conversations while allowing businesses to leverage LLMs for language understanding. Rasa addresses common issues like hallucinations in AI interactions by maintaining control over conversation flows and bot responses.&nbsp;The technology allows AI assistants to handle various tasks, from checking account balances to offering technical support for router issues. Rasa disclosed that it “roughly doubled” its annual recurring revenue (ARR) in 2023 compared to 2022.The company offers a free plan for developers to explore AI assistant projects. Its paid plan offering full access to the platform is priced at USD 35,000 and upwards.Key customers and partnershipsAs of February 2024, Rasa had been downloaded by developers more than 50 million times, with notable clients like Adobe, Dell, Accenture, and American Express.

<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.

<div>
 
 Rasa, a conversational AI developer platform, raised USD 30 million in Series C funding. The investment round was co-led by StepStone Group and PayPal Ventures, with participation from Andreessen Horowitz, Accel, and Basis Set Ventures.
 The newly raised funds will be used for improving the technology to enable enterprise clients to enhance engagement with their customers via more personalized AI-driven conversations.
 Rasa's technology facilitates large enterprises in building advanced conversational AI assistants, offering an infrastructure for developers to create AI-powered platforms that simulate human conversations. The platform serves various companies in the financial and telecom sectors, such as global banks, American Express, and Deutsche Telekom.
 
</div>

Rasa

About EDGE

Contact Us

Resources

Area of Focus

Technology Research Made Effortless