METiS Pharmaceuticals Funding, Investors & Competitors

Astromech is an artificial intelligence company spun out of Colossal Biosciences, founded by Ben Lamm. It uses AI to analyze biological data and forecast evolution and disease risk, applying its platform to biotech research.

Chai Discovery is a San Francisco-based applied AI research lab, founded in 2024, that builds foundation models to predict and design interactions between biochemical molecules for drug discovery. Its models, including Chai-1, Chai-2, and Chai-3, are used to design molecules such as antibodies for difficult drug targets, with its most recent model achieving a de novo antibody hit rate far above prior computational methods. The company's technology has been used by pharmaceutical partners including Eli Lilly, Pfizer, and Novartis.

Quantum Systems is a Munich-based manufacturer of AI-powered drones like Trinity Pro and Vector for defense, security, and emergency response. Its heavy-lift VTOL systems provide BVLOS reconnaissance with EO/IR payloads and real-time data analytics, serving NATO forces, border patrols, and firefighting units in Europe and the Middle East.

SandboxAQ is a Palo Alto-headquartered company developing AI and quantum-inspired computing applications. Spun out from Alphabet in 2022, it serves financial services, cybersecurity, healthcare, and telecom sectors with products like AQNav for GPS-denied navigation and Quantum AI for molecular simulations. SandboxAQ's Large Quantitative Models analyze vast datasets for drug discovery and fraud detection. Backed by $500 million from investors including NVIDIA and Bank of America, the firm employs over 200 researchers from CERN and Google.

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.

Founded in Germany in 1972 by former IBM employees, SAP is the world’s largest provider of enterprise application software. Known as the leader in enterprise resource planning software, SAP’s portfolio also includes software for supply chain management, procurement, travel and expense management, and customer relationship management, among others. The company operates in more than 180 countries and has more than 400,000 customers, approximately 80% of which are small to medium-size enterprises.

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.

Merck KGaA operates in three main segments: life science, electronics, and healthcare. The life science segment provides laboratory consumables and instruments to researchers in academia and applied fields, including the biopharmaceutical industry. The electronics segment offers specialty materials to manufacture a variety of products, such as semiconductors and flat-screen televisions. In the healthcare segment, Merck develops, manufactures, and sells branded pharmaceuticals with significant therapeutic concentrations in oncology, multiple sclerosis, and fertility. In 1995, the E. Merck family publicly sold part of the company, resulting in the current 30% public ownership of the firm.

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.

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.

Crusoe Energy Systems is a Denver-headquartered AI infrastructure provider that designs and operates data centers powered by renewable and waste energy sources. The company converts flared natural gas, wind, solar, and geothermal into electricity for GPU clusters. Crusoe Cloud delivers Infrastructure as a Service with NVIDIA H100 and other GPUs for AI workloads. Founded in 2018, it maintains facilities in Texas, North Dakota, and Wyoming.

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.

Kling AI is a creative studio that produces images and videos using sophisticated artificial intelligence methods.

Harvey is a San Francisco-based legal technology company offering AI-powered tools for law firms and in-house legal teams. Its platform handles contract drafting, due diligence, deposition preparation, and regulatory compliance using models trained on legal datasets. Founded in 2022 and backed by Sequoia Capital and OpenAI, Harvey serves clients like Allen & Overy and PwC, processing millions of documents with natural language generation for precise outputs across litigation and M&A practices.

Nscale is an AI infrastructure company and global hyperscaler that builds, owns, and operates data centers and high-density GPU clusters. The neocloud startup integrates everything from renewable power generation to hardware and orchestration software to support AI training, fine-tuning, and inference workloads for enterprises and governments. Unlike traditional cloud providers, Nscale builds and operates its own data centers in regions with abundant, low-cost renewable energy (e.g., hydropower in Norway, renewables in Texas). In West Virginia, the company even owns behind-the-meter natural gas power plants to insulate operations from local grid fluctuations.