TamedTable, AI ETL in Natural Language
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Hi HN, TamedTable is an LLM harness for data ETL.And yes, it was developed using AI, meaning you can take the entire specification and recreate it to your desires:https://github.com/ZSvedic/TamedTable
HN · launched Aug 2, 2026 · 9 upvotes (top 47%) · 0 views
Niche: ai devops and codebase management tools · 140 launches, 4 in the last 7 days ▼ -20% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- B2B
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 140 launches in ai devops and codebase management tools →
Could you build this?
Yes It is an interactive web frontend (or CLI) that reads tabular files (CSV, Parquet, JSONL), samples rows, and sends prompts to commercial LLM APIs to perform data transformations and return previewed tables.
Discussion
4 comments analyzed.
Concerns raised: Risk of running AI-generated queries on production databases with millions of rows, AI making unpredictable mistakes at scale vs. human controllability, Lack of trust in deterministic execution without human verification
Feature requests: Show exact queries in execution plan before running to spot outliers, Identify every edge case before generating the transformation flow
Competitors
Other products that read as similar to this one : 106 launches clear the similarity bar, closest 8 shown.
Attention rank: #53 of 107 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 275 days after the earliest competitor.
- Unsiloed AI: Make Unstructured Data LLM-Ready · yc · 2025-10-31 · 52 upvotes · similarity 0.44
- Trel.to · ph · 2026-09-19 · 3 upvotes · similarity 0.42
- Yedric.ai · ph · 2026-10-01 · 254 upvotes · similarity 0.39
- HarnessHive · ph · 2026-10-13 · 85 upvotes · similarity 0.38
- Nanointerpret · hn · 2026-08-27 · 5 upvotes · similarity 0.37
- OtterLang · hn · 2025-11-08 · 15 upvotes · similarity 0.37
- Model-agnostic cognitive architecture for LLMs · hn · 2025-11-18 · 6 upvotes · similarity 0.37
- Mthds · hn · 2026-02-26 · 23 upvotes · similarity 0.37
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