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ABOUT THE SPEAKER:
TALK TITLE:
TRACK:
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ABSTRACT:
When your BI team has 1000+ workbooks and a growing request backlog, the answer isn’t more analysts — it’s rethinking the architecture. In this talk we share how Rakuten Kobo’s Data team replaced a centralized BI bottleneck with a code-first model where dashboards are version-controlled files authored end-to-end by AI. We cover the [long-term] strategy, tooling decision, the AI-guided authoring workflow built on Claude Code and Cloud, the real operating boundaries discovered through production-scale data. Attendees will leave with a concrete architecture pattern, an honest account of where the approach has limits, and a staged AI coding model they can adapt to any BI environment.
WHAT YOU’LL LEARN:
We are on the forefront of this shift from BI tools to open source (with the option to still buy commercial license) and this success story can empower and encourage others to follow the suit and start transforming their organizations. This is very practical presentation where companies can mimmic in a few weeks.
Business Leaders: C-Level Executives, Project Managers, and Product Owners will get to explore best practices, methodologies, principles, and practices for achieving ROI.
Engineers, Researchers, Data Practitioners: Will get a better understanding of the challenges, solutions, and ideas being offered via breakouts & workshops on Natural Language Processing, Neural Nets, Reinforcement Learning, Generative Adversarial Networks (GANs), Evolution Strategies, AutoML, and more.
Job Seekers: Will have the opportunity to network virtually and meet over 30+ Top Al Companies.
Ignite what is an Ignite Talk?
Ignite is an innovative and fast-paced style used to deliver a concise presentation.
During an Ignite Talk, presenters discuss their research using 20 image-centric slides which automatically advance every 15 seconds.
The result is a fun and engaging five-minute presentation.
You can see all our speakers and full agenda here