# Infinity

Startup profile on Capital Atlas: https://capitalatlas.ai/startups/infinity-3

- Industry: IT Infrastructure
- Headquarters: San Francisco, US
- Website: www.infinity.inc/
- Total disclosed funding: $15M
- Latest round: Seed (Jul 20, 2026)
- Investors on record: 2

## About

Infinity Inc. is a US-based company specializing in AI kernel development, focusing on enhancing machine learning capabilities through advanced optimization systems and frameworks tailored for diverse hardware environments.Based in California, United States and founded in 2025, Infinity Inc. (also referred to as Infinity Artificial Intelligence Institute), founded by Jeremy Nixon, provides AI infrastructure software, inference optimization platforms, and autonomous AI research agents for the artificial intelligence semiconductor and AI infrastructure industry. The company develops Ignition, an AI agent that automatically generates, tests, and optimizes inference software stacks for AI chips, enabling hardware providers to deploy and run frontier AI models efficiently across a wide range of accelerator architectures. In July 2026, Infinity.inc raised USD 15 million in seed funding from Touring Capital and Principal VP Management Company. Individual and other unspecified investors also participated in the round.Infinity specializes in model enablement for AI accelerators across various modalities, delivering production-ready inference libraries tailored to specific hardware specifications. Their flagship offerings include the Infinity optimization system, which autonomously crafts and optimizes inference engines, exemplified by its successful implementation with the Qwen3 model on d-Matrix Corsair hardware. The company also introduces the OMEGA framework, designed to automate AI research by generating novel machine learning algorithms that outperform established baselines across multiple benchmark datasets. Infinity's solutions serve a diverse clientele, including AI developers and researchers, particularly those engaged in cutting-edge machine learning projects. Geographically, their products are marketed globally, with a focus on key technology hubs where AI innovation thrives.Infinity's revenue model primarily revolves around B2B partnerships and direct engagements with clients in the AI and machine learning sectors. The company offers subscription-based access to its inference libraries and optimization tools, facilitating ongoing support and updates for clients. Business transactions typically involve custom pricing structures based on the specific requirements of customers, particularly those utilizing flagship products like the Infinity optimization system and the OMEGA framework. Additionally, strategic partnerships with hardware providers enhance their revenue stream by integrating their software solutions into existing AI infrastructures, further solidifying their market presence. The company actively engages clients in both collaborative projects and direct sales, ensuring a robust transactional framework aligned with their innovative offerings.

## Funding rounds

- Seed, Jul 20, 2026, $15M — Touring Capital, Principal VP Management Company

## Investors

- Touring Capital (https://capitalatlas.ai/funds/touring-capital) — Seed
- Principal VP Management Company (https://capitalatlas.ai/funds/principal-vp-management-company) — Seed