Agentic Data Analysis with Claude Code
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Hey HN, as a former data analyst, I’ve been tooling around trying to get agents to do my old job. The result is this system that gets you maybe 80% of the way there. I think this is a good data point for what the current frontier models are capable of and where they are still lacking (in this case — hypothesis generation and general data intuition).Some initial learnings: - Generating web app-based reports goes much better if there are explicit templates/pre-defined components for the model to use. - Claude can “heal” broken charts if you give it access to chart images and run a separate QA loop.Would either feedback from the community or to hear from others that have tried similar things!
HN · launched Mar 10, 2026 · 6 upvotes (top 71%) · 1 view
Niche: specialized ai analytics platforms · 121 launches, 15 in the last 7 days ▲ +7% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- Developer
- AI-native
- Hobby / open-source project
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More like this: all 121 launches in specialized ai analytics platforms →
Could you build this?
Yes It is an agentic workflow orchestration script combining SQL execution, Claude API calls, and automated report generation.
Discussion
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Competitors
Other products that read as similar to this one : 867 launches clear the similarity bar, closest 8 shown.
Attention rank: #650 of 868 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 131 days after the earliest competitor.
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- FactIQ · hn · 2026-07-08 · 7 upvotes · similarity 0.52
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