Beyond the Hype: Practical AI Workflows with Airflow

Join fellow airflow enthusiasts and leaders at Ramp's Offices for an evening of engaging presentations, delicious food and drinks, and awesome swag!

PRESENTATIONS

Agents are overrated: the case for orchestrated LLM workflows with the Airflow AI SDK

• Speaker: Julian LaNeve, Chief Technology Officer, Astronomer
• We've seen countless teams chase the mirage of autonomous agent swarms, only to get lost in complexity without delivering value. The truth? Most organizations don't need agents talking to agents – they need reliable LLM workflows that solve real business problems today. That's why we've open-sourced our AI SDK for Apache Airflow, distilling battle-tested patterns that have helped companies achieve transformative results without the science fiction complexity. In this talk, we'll walk through the SDK and a couple examples demonstrating how easy it is to work with.

How Ramp Fuels Growth with LLMs and Airflow

• Speaker: Arman Vaziri, Staff Software Engineer, Ramp

• At Ramp, LLMs and Airflow power a full-stack data engine that turns B2B data into go-to-market fuel. In this talk, Arman Vaziri shares how Ramp leverages LLMs to transform messy datasets into normalized, actionable insights — and activates it across automated outbound, a customer data platform, and various GTM applications.

• You'll get an inside look at:

• The role of Airflow in orchestrating LLM-powered outbound sales

• How Ramp uses LLMs to turn unstructured data into value across the sales funnel

• Lessons learned from building large-scale data pipelines on imperfect data

Whether you're scaling a startup or optimizing enterprise outbound, this talk will give you actionable insights into blending data engineering and AI for meaningful business impact.

AGENDA

• 6-6:30PM: Arrivals, eat, drink, and network
• 6:30-7:30PM: Presentations
• 7:30-8PM: Networking