My brother and I built a BI tool with zero UI for data consumers
Details
- External ID
- 47178988
- Source
- HN
- Company
- —
- Product
- My brother and I built a BI tool with zero UI for data consumers
- Website domain
- bonnard.dev
- Launched
- Feb. 27, 2026
- Cohort
- —
- Upvotes
- 8
- Upvotes percentile
- 0.4393530997304582
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Enrichment
- Theme
- web development and browser utilities
- Vertical
- Horizontal
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- business intelligence tool with no ui for data consumers
- Manually corrected
- False
Could you build this?
Partial Creating an MCP server or API that generates charts for LLMs is straightforward, but building a production semantic layer with cross-database connection pooling, tenant isolation, and RBAC requires deeper architectural expertise.
What it would actually take: A complete version requires a robust semantic modeling layer (similar to Cube.js or dbt semantic layer), a multi-tenant query router supporting varied SQL dialects (Postgres, Snowflake, BigQuery), fine-grained row/column-level role-based access controls (RBAC), and integration with external OAuth providers and LLM tool calling protocols (MCP). It requires expertise in data engineering, query planning, and enterprise security.
Discussion
8 comments analyzed.
Competitors mentioned: Metabase, Claude Desktop/Artifacts, Custom Slack bots with BigQuery access
Concerns raised: AI accuracy on complex analysis (last 10% problem), User trust requires ability to trace and verify numbers, Users will redo AI-generated analysis manually anyway, Governance and data access control
Feature requests: Governance/access control layer, Follow-up question handling in chat threads, Report creation and linking capabilities
Competitors
Other products that read as similar to this one — 29 launches clear the similarity bar, closest 8 shown.
Attention rank: #16 of 30 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 119 days after the earliest competitor.
- Zero Browser · hn · 2026-06-15 · 12 upvotes · similarity 0.45
- I built 184 free browser tools · hn · 2026-06-17 · 89 upvotes · similarity 0.39
- zeroclaw-ui · github · 2026-09-24 · 201 upvotes · similarity 0.38
- Papercrane-CLI · hn · 2026-07-09 · 7 upvotes · similarity 0.37
- Made Our BI v7 · hn · 2026-08-04 · 5 upvotes · similarity 0.36
- I turned my MacBook notch into a live Claude Code dashboard · hn · 2026-04-17 · 9 upvotes · similarity 0.35
- Bizmark – Transforming physical industries · yc · 2026-07-28 · 8 upvotes · similarity 0.35
- Better Hub · hn · 2026-02-25 · 11 upvotes · similarity 0.34
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.