Skip to main content
Danny Stout

Author archive for Danny W. Stout, Ph.D, page 2

Danny W. Stout, Ph.D, is a seasoned data science and analytics leader with over two decades of experience driving enterprise AI and machine learning initiatives. He held senior analytics and AI leadership roles across global organizations including Ernst & Young, Takeda, TIBCO, Quest, and Dell, spanning forecasting, pricing, analytics strategy, and data science consulting. His work emphasizes effectiveness over scale, focusing on governance, team alignment, and measurable outcomes as the determinants of successful AI adoption. Based in Charlton, MA, Danny holds a Ph.D. and combines technical leadership with practical insights that help organizations scale data science responsibly and effectively.

LinkedIn →
Agentic AI

RAG vs Agentic AI: Why agents are more than RAG and workflow

By Danny W. Stout, Ph.D8 min read

Previous‹
12
Next›
Home
Watch Demo
Watch Demo
Domino's logo

Who is Domino?

Domino Data Lab empowers the largest AI-driven enterprises to build and operate AI at scale. Domino’s Enterprise AI Platform provides an integrated experience encompassing model development, MLOps, collaboration, and governance. With Domino, global enterprises can develop better medicines, grow more productive crops, develop more competitive products, and more. Founded in 2013, Domino is backed by Sequoia Capital, Coatue Management, NVIDIA, Snowflake, and other leading investors.

Watch Demo
  • Platform

      • AI infrastructure
      • Data management
      • AI workbench
      • MLOps
      • AI governance
      • FinOps
      • Pricing
      • Security & compliance
      • What's new
  • Solutions

    • Industries

      • Life sciences
      • Finance
      • Public sector
      • Retail
      • Manufacturing
    • Use Cases

      • Generative AI
      • Cost-effective data science
      • Self-service data science
      • Model risk management
      • Cloud data science
  • Learn

      • Events
      • Blog
      • Podcast
      • Courses and certifications
      • Data Science Dictionary
      • Documentation
      • Support
      • Demo hub
  • Company

      • About
      • Why Domino
      • Careers
      • Sustainability
      • News and press
      • Partners
      • Customers
      • Contact us

© 2026 Domino Data Lab, Inc. Made in San Francisco.

  • Do not sell my personal information
  • Privacy policy
  • Terms and conditions
  • Security
  • Legal