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Apps and agents revolution

Custom web apps and agents that fit into your company's workflow are where data science meets business impact. Building them is no longer the hard part. Getting ones that are governed, owned, and valuable into production still is, and that is where most of them stall.

The future is apps and agents that reach production quickly, with access, ownership, and review settled without months of requirements gathering. We share how we bring both to production, and the lessons you can put to work immediately.

What you learn

  • How to develop apps and agents with a clear purpose and a defined owner
  • The traps of the last mile, from orphan apps to credential leaks, and how to avoid them
  • How to evaluate an agent before it reaches a real user
  • What a trace tells you when an agent behaves unexpectedly, months after the fact
  • Why built-in governance keeps your speed rather than costing it

Speaker

Danny Stout

Director of Product Marketing

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.

Matt Bonyak

Principal Product Manager

As Principal Product Manager for Domino Cloud and Platform, Matt draws on eight years of product management experience and a strong technical background in model development, IT architecture, and solutions design to shape the future of the Domino Cloud offering.

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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.

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