TamedTable, AI ETL in Natural Language
Details
- External ID
- 49142102
- Source
- HN
- Company
- —
- Product
- TamedTable, AI ETL in Natural Language
- Website domain
- tamedtable.com
- Launched
- Aug. 2, 2026
- Cohort
- —
- Upvotes
- 9
- Upvotes percentile
- 0.5309139784946236
- Tags
- —
- Fetched at
- Sept. 10, 2026, 5:32 a.m.
- Updated at
- Sept. 10, 2026, 5:32 a.m.
Description
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
Enrichment
- Theme
- database infrastructure and developer tools
- Vertical
- Horizontal
- Function
- Workflow automation
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- etl pipeline builder using natural language
- Manually corrected
- False
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 — 40 launches clear the similarity bar, closest 8 shown.
Attention rank: #21 of 41 (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 0.42
- Trel.to · ph · 2026-09-19 · 3 upvotes · similarity 0.40
- OtterLang · hn · 2025-11-08 · 15 upvotes · similarity 0.36
- Nanointerpret · hn · 2026-08-27 · 5 upvotes · similarity 0.36
- I replaced every function in a codebase with English · hn · 2026-03-22 · 9 upvotes · similarity 0.35
- Model-agnostic cognitive architecture for LLMs · hn · 2025-11-18 · 6 upvotes · similarity 0.35
- Siphtor · ph · 2026-09-23 · 2 upvotes · similarity 0.34
- GitHub · ph · 2026-09-22 · 1 upvotes · similarity 0.34
Other launches for this product
- No other launches for this product.
Same idea, different domain
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