Overnight Insight Discovery

Problem

Clients often want genuinely surprising insights from their data — things that make them pause and re-read, not just another dashboard chart. But surfacing true ah-ha findings is hard:

• Pure LLM exploration is creative but unreliable. Opus 4.7 with 1M context will happily narrate known facts as "surprising", or drift into statistical sloppiness. You can't distinguish a real find from a hallucination after the fact.
• **Pure mechanical scan

[Description truncada. Veja o README completo no GitHub.]