Dears,
I am a data analyst and use ChatGPT for end-to-end analytical workflows, including data extraction, data processing, business analysis, and report generation.
Currently, Codex and ChatGPT Work/Projects provide different strengths, but they are separated into different experiences. In real-world data projects, these capabilities are often required together.
I would like to see a unified workspace where users can:
-
Combine Codex and ChatGPT analysis capabilities in the same project/window
For example:
- Use Codex to write SQL queries, connect to databases, automate data pipelines, and process data.
- Use ChatGPT’s analytical capabilities to interpret results, identify insights, and generate business recommendations.
- Maintain the same project context, files, and conversation history without switching between different tools.
-
Create an end-to-end AI data analyst workflow
Ideally:
Database ↓ SQL generation and data extraction (Codex) ↓ Data analysis and insights (ChatGPT) ↓ Professional business report generation ↓ Presentation-ready visualization -
Improve report visualization capabilities
The current visualization and reporting capabilities are useful, but compared with some other AI models and analytics tools, there is still a gap.
I hope ChatGPT can provide:
- More professional dashboard-style visualizations
- Better chart recommendations based on analytical goals
- More polished executive presentation layouts
- More business-ready PPT/report outputs
- Interactive visual analysis instead of only static charts
For professional analysts, the final deliverable is not only the analysis itself, but also how effectively insights are communicated to stakeholders.
A stronger combination of development + analysis + visualization would make ChatGPT a much more powerful AI analyst assistant.