DecisionBox
Autonomous AI agent runs data discovery on your warehouse
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HN · launched Apr 23, 2026 · 6 upvotes (top 72%) · 1 view
Niche: specialized ai analytics platforms · 121 launches, 15 in the last 7 days ▲ +7% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- B2B
- AI-native
- Commercial product
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More like this: all 121 launches in specialized ai analytics platforms →
Could you build this?
Partial Building an autonomous data discovery agent requires safe, structured schema discovery and robust SQL query generation against complex customer warehouses without hallucinating or running runaway queries.
What it would actually take: The system needs database adapters (Snowflake, BigQuery, Postgres) connected to a constrained autonomous agent loop that inspects information schemas, samples statistical profiles safely, and models data lineage graphs. The hard part is building deterministic guardrails against destructive queries and hallucinated SQL joins across sprawling enterprise schemas.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one : 4428 launches clear the similarity bar, closest 8 shown.
Attention rank: #3524 of 4429 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 176 days after the earliest competitor.
- OpEra: The AI decision engine for factories, warehouses and fleets · yc · 2026-10-22 · 164 upvotes · similarity 0.68
- Artie - Real-time data replication to your data warehouse · yc · 2026-06-09 · 43 upvotes · similarity 0.66
- workbox · github · 2026-10-28 · 17 upvotes · similarity 0.64
- Scaffold a BigQuery and dbt and Cube project an AI agent can operate · hn · 2026-06-30 · 8 upvotes · similarity 0.64
- Agent37: The cheapest AI sandbox · yc · 2026-11-11 · 9 upvotes · similarity 0.64
- rStation · hn · 2026-10-16 · 60 upvotes · similarity 0.63
- project-quarry · github · 2026-10-27 · 59 upvotes · similarity 0.63
- ai-agent-research-platform · github · 2026-09-29 · 21 upvotes · similarity 0.63
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