Orbs Funding, Investors & Competitors

Fireworks AI is a San Francisco-headquartered cloud platform for deploying open-source AI models at scale. The service offers serverless inference for large language models like Llama 3 and vision transformers with sub-100ms latency via custom GPU clusters. Fireworks partners with Cerebras and Groq for hardware acceleration, serving enterprises in e-commerce and healthcare for fine-tuned deployments.

Together AI is a San Francisco-headquartered cloud platform for open-source AI model training and inference using GPU clusters with NVIDIA H100s. Founded in 2022, it hosts datasets like RedPajama and models such as Llama 2, serving developers at Meta and Stability AI with decentralized compute across 20 data centers worldwide.

C3.ai Inc is an enterprise artificial intelligence company. The company provides software-as-a-service applications that enable customers to rapidly develop, deploy, and operate large-scale Enterprise AI applications across any infrastructure. It provides solutions under three divisions namely, The C3 AI Platform, which is an end-to-end application development and runtime environment for designing, developing, and deploying AI applications: C3 AI Applications, which is a portfolio of pre-built, extensible, industry-specific, and application-specific Enterprise AI applications: and C3 Generative AI, which combines the utility of large language models. Geographically the company derives revenue from North America, Europe, the Middle East and Africa, Asia Pacific, and the Rest of the World.

ConsenSys is a Brooklyn-headquartered Web3 software company building on Ethereum. It offers Infura for API access to 10,000 nodes, MetaMask wallet with 30 million users, Quorum for enterprise blockchains, Truffle for smart contract development, Codefi for tokenization, and Diligence for security audits. Clients include Microsoft and JPMorgan, processing $1 trillion in transactions. Founded in 2014, ConsenSys drives DeFi and NFT ecosystems globally.

Alphabet is a holding company that wholly owns internet giant Google. The California-based company derives slightly less than 90% of its revenue from Google services, the vast majority of which is advertising sales. Alongside online ads, Google services houses sales stemming from Google’s subscription services (YouTube TV and YouTube Music, among others), platforms (sales and in-app purchases on Play Store), and devices (Chromebooks, Pixel smartphones, and smart home products such as Chromecast). Google’s cloud computing platform accounts for roughly 10% of Alphabet’s revenue. The firm’s investments in up-and-coming technologies such as self-driving cars (Waymo), health (Verily), and internet access (Google Fiber) make up the rest.

Microsoft develops and licenses consumer and enterprise software. It is known for its Windows operating systems and Office productivity suite. The company is organized into three equally sized broad segments: productivity and business processes (legacy Microsoft Office, cloud-based Office 365, Exchange, SharePoint, Skype, LinkedIn, Dynamics), intelligence cloud (infrastructure- and platform-as-a-service offerings Azure, Windows Server OS, SQL Server), and more personal computing (Windows Client, Xbox, Bing search, display advertising, and Surface laptops, tablets, and desktops).

Anthropic is an AI safety company developing large language models and researching methods to make artificial intelligence more reliable and steerable. Anthropic was founded in 2021 by former OpenAI researchers including Dario and Daniela Amodei. The company's flagship product is Claude, a family of AI assistants deployed across consumer applications and enterprise APIs. Research priorities center on constitutional AI, mechanistic interpretability, and alignment techniques. Major investors include Google, Spark Capital, and Salesforce Ventures.

OpenAI is an AI research and deployment company that develops large language models, including the GPT series, and consumer-facing products such as ChatGPT. Founded in 2015 as a nonprofit research lab, the organization transitioned to a capped-profit structure in 2019 to attract the capital needed for large-scale AI development. The company offers API access to its models for enterprise and developer use, alongside image generation through DALL-E and code-assistance tools. Headquartered in San Francisco, OpenAI has become one of the most prominent players in the generative AI space, backed by a multibillion-dollar investments from Microsoft, Amazon, NVIDIA, SoftBank and many more.

Oracle provides enterprise applications and infrastructure offerings through a variety of flexible IT deployment models, including on-premises, cloud-based, and hybrid. Founded in 1977, Oracle pioneered the first commercial SQL-based relational database management system, which is commonly used by the world’s largest companies for high-volume online transaction processing workloads. Besides databases, Oracle also sells enterprise resource planning platforms and cloud infrastructure that play an increasingly important role in large language model training and inferencing.

Databricks is a San Francisco-headquartered cloud platform unifying data engineering, analytics, and AI on a lakehouse architecture. Founded in 2013, it supports Delta Lake for reliable data lakes, MLflow for machine learning lifecycle management, and Unity Catalog for governance across workspaces. The platform powers ETL pipelines, serverless SQL warehouses, and generative AI model deployment for enterprises worldwide, including integrations with AWS, Azure, and Google Cloud.

Founded in 2012, Snowflake is a fully managed platform that consolidates data hosted on different public clouds for centralized analytics and governance. Snowflake’s cloud-native architecture allows users to independently scale the compute and storage layers, providing customers with optimized performance at lower costs. The company’s data lake and data warehouse products support a variety of use cases, including business analytics, data engineering, and artificial intelligence. Snowflake is widely used by Fortune 2000 companies in financial services, media, and retail sectors.

Nebius is a vertically integrated cloud provider focusing on AI and high-performance computing. It is a carve-out of the previous Russian tech firm Yandex, following the Russian sanctions since the Ukraine-Russia war. Nebius designs and operates its own data centers and servers across Europe and the US, with a total capacity of several hundred megawatts. In September 2025, Microsoft became a major Nebius client under a multiyear $17 billion revenue agreement to provide computing capacity.

DeepSeek is a Chinese frontier AI lab that develops open-source large language models. DeepSeek conducts research in machine learning, natural language processing and related AI applications. DeepSeek has earned global recognition by challenging the hegemony of U.S. AI incumbents (like OpenAI and Google) through technological breakthroughs in efficiency and reasoning. DeepSeek-R1: A powerful reasoning model that rivals premium Western models. Its unique capability to mimic human thought and break down mathematical or programming tasks incrementally sent shockwaves through the tech industry.DeepSeek-V3 & V4: State-of-the-art general language models capable of running incredibly fast while consuming significantly less computational power than peer models.

CoreWeave Inc is a modern cloud infrastructure technology company that offers the CoreWeave Cloud Platform which consists of proprietary software and cloud services that deliver the automation and efficiency needed to manage complex AI infrastructure at scale. Its platform supports the development and use of ground-breaking models and the delivery of the next generation of AI applications that are changing the way of living and working across the globe.

Safe Superintelligence is a Palo Alto-based AI firm building systems with embedded safety protocols. Launched in 2024, the company develops risk assessment frameworks and mitigation tools to ensure secure deployment of advanced models in enterprise settings.

Baidu is the largest internet search engine in China with over 50% share of the search engine market in 2024 per web analytics firm, Statcounter. The firm generated 70% of core revenue from online marketing services from its search engine in 2024. Outside its search engine, Baidu is a technology-driven company and its other major growth initiatives are artificial intelligence cloud, video streaming services, voice recognition technology, and autonomous driving.

Mistral AI is a Paris-headquartered developer of open-source large language models outperforming GPT-3.5 benchmarks. The company releases models like Mistral 7B, Mixtral 8x7B with 46.7 percent MT-Bench scores, and Pixtral 12B for vision-language tasks. Enterprises deploy these via La Plateforme API supporting 80 billion parameter models for coding, translation, and summarization. Mistral AI partners with Microsoft Azure and NVIDIA for inference hardware. Founded in 2023, it serves clients in automotive and finance across Europe and the U.S.

FluidStack delivers a leading AI cloud platform with supercomputing infrastructure for AI labs, governments, and enterprises, serving clients like Mistral, Meta, and Black Forest Labs.