From Prompt to Production: Building Real-Time Data Application with AI

In today's fast-paced data environment, the ability to quickly transform raw data into actionable insights is crucial.

This session demonstrates how Plotly AI revolutionizes the dashboard development process by enabling natural language-driven creation of sophisticated data applications. The demonstration will follow a real-world workflow:

• Data Ingestion & Exploration: We'll begin with raw streaming data and use Plotly AI's natural language interface to explore and understand the dataset.
• Visualization Creation: Through simple prompts, we'll generate complex visualizations including time-series charts, geographic maps, and statistical plots that update in real-time.
• Dashboard Assembly: We'll demonstrate how Plotly AI can assemble individual visualizations into a cohesive, interactive dashboard with filtering capabilities and cross-filtering.
• Deployment & Sharing: Finally, we'll show how the resulting application can be instantly deployed and shared with stakeholders.
  

Throughout the demonstration, we highlight how Plotly AI:

• Generates Python code automatically from natural language descriptions
• Suggests optimal visualization types based on data characteristics
• Handles real-time data streams with up to 20 updates per second
• Enables rapid iteration through conversational refinement
  

Key Takeaways:

• How to leverage AI-assisted tools to accelerate the dashboard development process
• Techniques for building real-time data applications without extensive coding
• Best practices for translating business requirements into visualization specifications
• Strategies for deploying and sharing interactive data applications