Business Brain

An on-premise platform that stitches every spreadsheet into a single knowledge graph and surfaces only insights that matter. Smart ingestion handles CSV/XLSX upload and Google Sheets sync. Column fingerprinting auto-classifies every column. A graph engine extracts entities and relationships across tables and indexes them in Elasticsearch. A 7-layer pipeline enumerates 100 to 5000 candidate analyses per table and filters them to roughly 18 high-quality findings using a 5-dimension interestingness score. Delivered through chat, a discoveries dashboard, and Telegram alerts.

Specifications

Features

• 01CSV / XLSX upload and Google Sheets sync with column fingerprinting
• 02Entity + relationship extraction across tables, indexed in Elasticsearch
• 037-layer analysis pipeline filtering 100-5000 candidates down to ~18 findings
• 045-dimension interestingness score: surprise, magnitude, variance, stability, coverage
• 05Three delivery tiers: deterministic scripts, human analyst queue, autonomous agent
• 06NL-to-SQL chat, discoveries dashboard, and Telegram alert delivery
• 07Fully on-premise deployment on Mac Mini

Architecture