CLUSTER DATABASE-AGENT-DATA · 24 ENTRIES · EARLIEST ENTRY 2026-06-03

Natural language analytics dashboards

This cluster comprises natural-language analytics platforms that allow users to query connected data sources—databases, spreadsheets, PDFs—and automatically generate charts, dashboards, and drill-down details. The dated history before the index start shows an initial two entries in November 2025, followed by single entries in February, April, and June 2026, indicating a sparse and irregular entry pattern. Among members with traction signals, HaGoKu leads with 6 stars, ahead of prompilot (5) and omarchy-yeet-ai (4).

Entry timeline

ENTRY TIMELINE

NOV 2025: 1FEB 2026: 1APR 2026: 1JUN 2026: 1AUG 2026: 4SEP 2026: 11OCT 2026: 5
NOV 2025OCT 2026

Members by activity

Activity signals, not revenue.

Build origin · 1 ai-built · 1 hand-coded · 2 unlabelled

Operator · 3 hobby · 1 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 4 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 21datatide0★1 mo—hobbySelf-hosted conversational business intelligence platform that analyzes data via natural language queries and generates charts and scheduled reports.
  2. 22Ai-Business-Analytics-Saas-Dashboard0★2 moliveAnalytics platform that ingests spreadsheets and PDFs, answers natural language questions, and generates dashboards with AI assistance.
  3. 23talking-bi0★6 mostale—hand-codedhobbyConversational BI dashboard that translates natural language queries into SQL insights and visualizations.
  4. 24Lineage_Lens0★11 mostale—ai-builthobbyInteractive tool that visualizes data lineage graphs and answers natural language questions about where data originated for data teams.