Arcee AI
Arcee AI is an open-intelligence lab focused on pioneering secure, specialized, and scalable small language models (SLMs) and open-weight frontier models for enterprises in regulated industries.
At a Glance
- Legal Services
- Healthcare
- Financial Services
- Insurance
- +1 more
AI Tools by Arcee AI
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Arcee AI
Open Weight Foundation Models
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Latest News
How to Use Hermes Agent with Trinity Large Thinking
Trinity-Large-Thinking: Scaling an Open Source Frontier Agent
Arcee AI Secures Strategic Investment from Microsoft's M12 and Prosperity7
Arcee AI releases Trinity Large: A 400B Parameter Open-Weight Model
Products & Services
A family of open-weight models including Trinity Large (400B sparse MoE) and Trinity Large Thinking, designed for reasoning and agentic workflows.
An end-to-end platform for building, training, fine-tuning, merging, and deploying custom small language models (SLMs) in secure VPC environments.
An open-source library for merging large language models using various techniques like SLERP, TIES, and DARE.
A platform feature focused on continuous learning and online reinforcement learning (RL) for models to improve post-deployment.
Market Position
Arcee AI positions itself as the leader in 'Small Language Models' (SLMs) and open-intelligence, offering models that rival the performance of frontier giants (like Llama 3) while being more efficient and securely deployable within customer infrastructure.
Leadership
Founders
Mark McQuade
Co-founder and CEO. Former Hugging Face alum (Director of Sales and Customer Success), operator-strategist with experience in engineering, consulting, and leading teams.
Jacob Solawetz
Co-founder and CTO. Previously Head of Machine Learning and Product at Roboflow. AI research and engineering expert.
Brian Benedict
Co-founder and CRO. Former Hugging Face Account Executive. Early-stage Sales and Growth Operator with a track record in scaling sales organizations.
Executive Team
Mark McQuade
Co-founder and CEO
Former Hugging Face executive with deep experience in AI deployment.
Jacob Solawetz
Co-founder and CTO
AI research and product leader, formerly at Roboflow.
Board of Directors
Founding Story
Founded by former Hugging Face engineers Mark McQuade and Brian Benedict, along with Jacob Solawetz, Arcee AI was created to address the 'enterprise AI adoption gap.' The founders recognized that companies in regulated sectors needed high-performance models that could be securely deployed within their own infrastructure (VPC) rather than relying on external APIs.
Business Model
Revenue Model
SaaS subscriptions for Arcee Cloud, API usage fees for model inference, and professional services for custom SLM development.
Pricing Tiers
$0.04 to $0.90 per 1M tokens depending on the model (e.g., Coder Large, Trinity).
Predictable monthly subscriptions for enterprise model development and deployment.
Target Markets
- Legal Services
- Healthcare
- Financial Services
- Insurance
- Manufacturing
- Secure enterprise AI assistants
- Complex agentic workflows requiring multi-turn tool calling
- Domain-specific model fine-tuning for legal and finance
- High-performance open-weight model deployment at scale
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