Mosaic ML

Open-source platform for generative AI models

San Francisco, California, United States

About Mosaic ML

Mosaic ML focuses on training and deploying generative AI models for businesses that need AI solutions for tasks like code generation and data analysis. Their platform allows clients to integrate Large Language Models (LLMs) into their applications easily and efficiently. It is user-friendly and designed to provide significant cost savings, up to 15 times less than traditional methods, while ensuring clients maintain full control of their data. Mosaic ML also offers services to train and serve large AI models at scale, managing complex aspects like orchestration and infrastructure. A key feature of their platform is its ability to integrate seamlessly with existing data pipelines and tools, and it is cloud-agnostic, meaning it can work in any cloud environment. This flexibility and focus on efficiency set Mosaic ML apart from competitors. The company's goal is to empower businesses to leverage AI technologies effectively while ensuring data security and cost-effectiveness.

San Francisco, CaliforniaHeadquarters
2021Year Founded
$62.3MTotal Funding
ACQUISITIONCompany Stage
Data & Analytics, Cybersecurity, AI & Machine LearningIndustries
51-200Employees

Risks

OLMo by Allen Institute offers full access, posing a competitive threat to MosaicML.
Potential AI bubble burst could reduce investment and interest in AI technologies.
Shrinking venture capital megafunds may limit funding opportunities for MosaicML.

Differentiation

MosaicML offers a user-friendly open-source platform for integrating large language models.
The platform promises up to 15x cost savings, enhancing its appeal to businesses.
MosaicML's cloud-agnostic design ensures seamless integration with any cloud environment.

Upsides

Collaboration with Weights & Biases enhances MosaicML's educational outreach and brand recognition.
Integration of Arcion's software could improve data handling and scalability of offerings.
Databricks acquisition provides additional resources, potentially accelerating growth and innovation.

Funding

Total raised$62.25 M
Latest valuation$1.30 B
StageACQUISITION