Quality In, Quality Out: Streamlining High Quality Data for High Quality Outcomes

In-Person Session with Andy Hannah | October 24th, 2025 @ 9:45 AM EST

When technical teams are looped into smarter data workflows, the impact is immediate: faster delivery, cleaner integrations, and fewer surprises downstream. Whether you’re building models, pipelines, or products, the way your organization sources third-party data directly affects your ability to execute.

In this session, Andy Hannah, CEO and Co-Founder of Blue Street Data, will share how teams can influence and improve external data onboarding, regardless of whether you’re a direct data buyer or engineer. Drawing from a real case at a large financial institution, he’ll walk through how small workflow changes led to ~$100K in savings and more than 80 hours of engineering time reclaimed.

You’ll learn how to embed simple data evaluation steps, reduce time-to-integration, and build more resilient systems that anticipate external data challenges before they land.

Join Andy at Carnegie Mellon University Tepper School of Business in Room 2111 for this in-person session.

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