Light up ideas with

Next-generation AI infrastructures

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About LUMID

Where ideas shine

AI needs a strong backend. LUMID is backed by top global researchers to offer state-of-the-art technologies and software solutions for next-generation AI infrastructure.

University of Washington
UC Berkeley
Microsoft
Nvidia
National University of Singapore
University of Hong Kong
New York University
Nanyang Technological University
50+
Researchers
8
Institutions
30+
Publications
Three innovative LUMID solutions to empower your AI

AI-native Lakehouse Logo

AI-native Lakehouse

Highly efficient, LLM-powered data analytics for business insights and decision making

Next-Gen RL Infrastructures Logo

Next-Gen
AI Mesh

Scalable distributed systems to empower the whole lifecycle of RL and agentic workflows

XP Exchange Logo

XP Exchange

Harvesting and hiring human experience and expertise to upscale domain-specific AI

LUMID Use Cases

AI that evolves

Real-world applications transforming industries through intelligent automation

Deep Market Research

AI-driven market insights, quantitative research, and trading strategies with real-time data processing and predictive analytics.

Deep Market Research
Autonomous AI Scientists

Accelerating scientific discovery with evolving AI agents that can analyze complex data, generate hypotheses, and conduct automated experiments.

Autonomous AI Scientists
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Let your ideas shine

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