Argos Labs provides AI infrastructure and managed services that help enterprises build and deploy AI, Web3, and fintech solutions. The company offers production-ready AI agents, multi-cloud GPU compute with pay-per-execution pricing, and a unified model gateway that routes requests to frontier models from major labs. Its cloud platform connects 12 clouds and serves over 100 AI labs, Web3 teams, and fintechs.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises building AI, Web3, and fintech applications face fragmented infrastructure across multiple cloud providers, complex GPU and LLM management, and high operational overhead. Coordinating compute, model access, and specialized engineering talent across vendors slows development and inflates costs.
Solution
Argos Labs provides a comprehensive AI infrastructure platform with four core services: production-ready AI agents, multi-cloud compute, a unified model gateway, and managed growth services. The cloud offering delivers GPU and CPU autoscaling across 12 clouds with pay-per-execution pricing, eliminating idle costs. The model gateway provides a single endpoint for frontier models from OpenAI, Anthropic, Google, Meta, and DeepSeek, with smart routing, semantic caching, and request batching that cut token spend by 20-40%. A dedicated solutions architect supports every account, and flexible billing options accommodate various payment rails and currencies.
Target Audience
Primary customers are AI labs, Web3 teams, and fintech companies that need scalable compute, model access, and specialized infrastructure engineering without managing multi-cloud complexity themselves.
Features
- Production-ready AI agents designed for long-running, tool-using workflows
- Multi-cloud GPU and CPU autoscaling across AWS, GCP, Azure, Alibaba, Tencent, and OVH
- Unified model gateway supporting frontier models plus 30+ open-weight, regional, and specialty models
- Smart routing, semantic cache, and request batching that reduce token consumption by 20-40%
- Custom model fine-tuning, distillation, and co-building with dedicated hosted capacity
- Engineered cost discipline with right-sized GPU pools, spot orchestration, and reserved capacity delivering 30-35% savings
- 24/7 global support with engineers across Paris, Hong Kong, and Singapore
- Flexible billing with prepaid, postpaid, or hybrid options and multi-currency settlement in USD or EUR