CoreWeave Partnered With Harell Data for AI Biotech

The firms will deploy specialized GPU resources to help biotech companies securely train AI models.

Updated on Sept. 23, 2026 in Biotech

Isometric editorial illustration of a GPU server cluster stacked next to a laboratory analytical vessel, representing biotech AI infrastructure. — CoreWeave has partnered with Harell Data to provide secure GPU infrastructure for biotech companies to train AI models using their proprietary datasets. AI Illustration. Upload story photo >

Live Poll

Do you trust cloud platforms to keep sensitive data secure when monetizing it for AI training?

CoreWeave has announced a new partnership with Harell Data to provide secure GPU resources for artificial intelligence training in the biotechnology sector. This collaboration allows biotech firms to monetize proprietary datasets without the need to transfer raw information.

Why it matters

The platform addresses security concerns by enabling data owners to profit from their research while maintaining control over sensitive information. By integrating specialized hardware, it aims to streamline the development and fine-tuning of AI models within a high-stakes industry.

CoreWeave will supply its NVIDIA A100 and Hopper series GPUs to the Harell platform. Harell Data recently secured $15 million in seed funding to support its operations.

The players

CoreWeave

A cloud infrastructure provider that specializes in high-performance GPU services for AI and machine learning.

Harell Data

A startup platform focused on secure AI training and the monetization of specialized biotech datasets.

A-Alpha Bio

A biotechnology company that uses its proprietary platform to generate protein interaction data for drug discovery.

Adaptive Biotechnologies

A commercial-stage biotechnology firm that focuses on immune-driven medicine and sequencing the human immune system.

The details

Data owners host their datasets on the Harell platform, which then utilizes CoreWeave compute resources for training, fine-tuning, and inference. Early access partners, including A-Alpha Bio and Adaptive Biotechnologies, are already working with the system to leverage its secure AI capabilities.

2017: CoreWeave started as a cryptocurrency mining firm called Atlantic Crypto.
2019: The company officially pivoted to cloud GPU services.
March 2025: CoreWeave completed its initial public offering.
August 2026: Harell Data successfully raised $15 million in seed funding.
September 23, 2026: CoreWeave and Harell Data announced their strategic partnership.

The Tech Race

This partnership reflects the ongoing arms race to provide specialized infrastructure tailored to the high-compute demands of artificial intelligence. It signals a move away from generic cloud environments toward specialized platforms that utilize NVIDIA Hopper GPU architecture to solve domain-specific data challenges.

For users and researchers, this integration provides a secure environment to utilize proprietary data without the risk of exposure. Companies can expect a more efficient workflow for fine-tuning models while potentially generating new revenue from their existing research assets.

The takeaway

This collaboration highlights the growing trend of niche infrastructure providers building secure ecosystems for highly regulated fields like medicine. Organizations should focus on identifying which proprietary datasets can be safely monetized to offset rising computing costs.