CloudWise Week 1: Building AI-generated Charts

This week I started building a new feature for CloudWise based on user feedback.

The Idea: Soham Das, an early user, suggested that the AI Copilot should be able to generate charts on demand. Instead of just text answers, users could ask "Show me that as a chart" and get instant visualizations.

Progress This Week:

• ✅ Designed API architecture
• ✅ Built backend chart generation service
• ✅ Integrated with OpenAI for context analysis
• ✅ Tested with different chart types (bar, line, pie, area)
• 🔄 Started frontend component

Challenges:
The hardest part was deciding how the AI should choose which chart type to show. I ended up using GPT-4 to analyze the conversation context and select the most appropriate visualization.

Next Week:
Finish the frontend, test with real users, and launch.

This is what I love about building in public - the best ideas come from users.

Metrics:

• 5 engaged users providing feedback
• 2 feature requests (both added to roadmap)
• 3.5 hours/day building, 5 hours/day on content & engagement

Anyone else building AI features? What's your biggest challenge?