Semantic layer as a service that turns structured query specs into SQL for 13 databases without touching the warehouse
Databench by Alkera
New· 4Open-source workspace where data teams and AI agents share notebooks, run code on remote compute and trace changes
- Data Science
- Data Analytics
- Artificial Intelligence - AI
TrustList summary
Databench is a workspace from Alkera AI, Inc. that is open source. Data teams and AI agents work together there, in the same notebooks and conversation. Code runs on remote compute, and the workspace keeps a trace of which code and data produced each result. The Product Hunt listing describes the company as backed by Y Combinator.
Main features
- Shared notebooks and chat: people and agents work in the same notebooks and conversation.
- Remote compute: code runs on remote compute rather than only on a local machine.
- Traceability: keeps code and data changes traceable to the results they produced.
- Wider platform: Alkera's platform adds a shared knowledge base, column-level lineage, automated pipeline maintenance and more than 25 integrations with data tools.
Customers and markets
The site says Alkera works with the tools teams already use, including Google Docs and GitHub.
Key facts
- Company: Alkera AI, Inc.
- Access: a free tier, plus a demo for enterprise customers
- Launch: Product Hunt, 7 October 2026
Summary written by TrustList from the business's own published information, Oct 2026.
Categories & features
- Data Science
- Data Analytics
- Artificial Intelligence - AI
Trust Score
An earned signal from verification, reviews, awards, transparency and engagement - the vendor can't buy it.
Updated 10/8/2026
What the business tells TrustList
- Founded
- 2026 (0 years) evidence sent
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