About RMDS Lab

From Research Methods to Research Intelligence™

RMDS Lab is a California-based research and AI innovation company built on decades of work in research methods, data science, education, and interdisciplinary collaboration.

Our Mission

To help preserve, discover, and advance human intelligence so valuable knowledge can continue to support research, innovation, growth, and future generations.

Human Experience  →  Knowledge  →  Intelligence  →  Future Value

What Guides Our Work

We believe the most valuable intelligence often already exists—in archives, research, experience, decisions, relationships, and stories. Our role is to help make that intelligence visible, useful, and lasting.

HMIP   +   AI + Holistic Computation™ + Human Experts

Built on Research. Expanded Through AI.

RMDS Lab's work grows from a long-standing commitment to research quality, practical innovation, and the responsible use of AI to extend human knowledge rather than replace it.

Our Story

A Research Foundation

RMDS Lab grew from decades of work in research methods, data science, AI, and education. That foundation now supports a broader effort to preserve and advance the intelligence behind research, innovation, and human experience.

A Living Ecosystem

Our work is supported by a broad network of researchers, AI professionals, entrepreneurs, educators, advisors, and collaborators, including more than 45,000 LinkedIn members and 1,500+ Southern California members.

Explore the RMDS Ecosystem →

Founded by Dr. Alex Liu

Stanford Ph.D. • Former IBM Chief Data Scientist for Analytics Services • Advisor to Harvard Data Science Review • 30+ years across AI, research methods, education, and innovation.

Learn More About RMDS Lab

Explore our ecosystem, HMIP foundation, and current work in Research Intelligence™.

Explore the RMDS Ecosystem