Black Diamond Podcast with Andrew Shea

Andrew Shea Shares Insights on Sensible AI and the Future of Technology at Splash 2024

This year at Splash 2024, we had the privilege of hosting Andrew Shea, Senior Vice President of AI Engineering at OneStream, on the BDA Broadcast. Andrew shared his expertise on AI innovation, Sensible Machine Learning (Sensible ML), and what’s next for technology!

The Journey of Sensible Machine Learning

Andrew detailed the evolution of Sensible ML, OneStream’s time-series forecasting tool. From its early days as a concept to its current role in enabling data-driven decision-making, Sensible ML has become an invaluable asset for business planners. Andrew quipped, “Machine learning might seem like magic, but it’s not Hogwarts. It takes clean data and careful calibration, but the results can feel pretty magical!”

Starting Small: Overcoming Data Challenges

One of Andrew’s key messages was about the importance of getting started with machine learning, even if your data isn’t perfect. “Spoiler alert,” he joked, “it never will be. But that’s no reason to delay.” By focusing on a manageable subset of clean data, organizations can begin exploring the benefits of AI without being overwhelmed.

New Innovations: Deployable Dashboards and Scenario Modeling

Andrew introduced exciting advancements in Sensible ML, including deployable dashboards and scenario modeling capabilities. These tools make it easier for business planners to understand forecasts and experiment with different macroeconomic scenarios. “We’re not just building tools; we’re building tools that people will actually want to use,” he emphasized.

The Future: Natural Language Interaction

Looking ahead, Andrew described a future where natural language becomes the primary way we interact with technology. He shared how OneStream is incorporating chat interfaces to make systems more intuitive. “We’re not quite at the stage where your computer will fetch your coffee,” Andrew joked, “but we’re getting close to making it talk to you like a colleague.”

Embracing the Journey

Andrew closed by encouraging businesses to embrace AI and machine learning. “Start small, iterate, and most importantly, trust the process. The leap isn’t as big—or as scary—as it seems.”

It was an absolute pleasure having Andrew Shea share his insights at Splash 2024. His passion for technology and practical advice left us inspired and excited for what’s ahead in AI.

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