Arcee AI
"What you build today runs tomorrow"
U.S. AI model lab building efficient open-weight small language and foundation models that run on edge, on-prem or cloud.
Arcee AI is a U.S.-based AI model lab building open-weight foundation models and small language models (SLMs) designed to run anywhere, including on-device edge, on-premises and cloud environments. Founded in 2023 and co-founded by CEO Mark McQuade, the company began in post-training and then moved upstream to pre-train its own models, guided by a conviction that AI progress will be defined by efficiency, adaptability and the ability to own what you build rather than by sheer model size. That approach produced Trinity, Arcee's first family of foundation models offering consistent capabilities across sizes, from on-device deployments to cloud-scale serving. Arcee optimizes for performance per parameter and releases model weights under the permissive Apache-2.0 license, ensuring every model it ships is permanent and portable with no vendor lock-in and no forced upgrades. The company invests in making open weights a durable standard through curated and synthetic data pipelines, reliability measured on tool use and structured outputs, and ongoing open-weight research and development.
Its product portfolio includes the Trinity model family, an open-source model catalog, a hosted playground and developer documentation and APIs, alongside enterprise engagements. Arcee is backed by investors including Emergence Capital, Microsoft's M12, Hitachi Ventures, Samsung, Wipro, Prosperity, Flybridge, Guidepoint and JC Ventures. Operating as a small, flat team blending deep AI research with deployment expertise, Arcee aims to deliver a permanent, practical foundation for AI that is efficient to serve, trustworthy to scale and ready for real products.
Primary type & automation activities this supplier delivers:
Company Facts
Founded
2023
Primary Role
Software/Algorithm
Company Size
-
Primary Region
North America
Annual Sales
-
Funding Stage
-
Funding Total
-
Certifications & Memberships
- []
Keywords
- Arcee AI
- small language models
- enterprise AI software
- foundation models
- open-weight models
- enterprise AI
- edge AI
- Apache-2.0
- model training
- Trinity
- Software/Algorithm
- Control & Software
- Education & Research
