LLM should spawn dynamic investigation runs based on findings #6

New issue

Closed

opened 2026-04-03 18:17:23 +00:00 by Mark · 1 comment

Mark commented

2026-04-03 18:17:23 +00:00

Owner

Problem

LLM only extracts entities from static evidence. It doesn't spawn new investigation runs based on findings.

Requirements

When evidence shows an email → spawn investigation for that email (breaches, social lookup)
When evidence shows a person → spawn background check branch
Found a name → search all social platforms
Found phone → run phone OSINT, carrier lookup
Found address → property records, court filings
Found company → corporate filings, SEC records, news
Found username → cross-platform profile search
Infinite expansion driven by LLM based on evidence

## Problem LLM only extracts entities from static evidence. It doesn't spawn new investigation runs based on findings. ## Requirements - When evidence shows an email → spawn investigation for that email (breaches, social lookup) - When evidence shows a person → spawn background check branch - Found a name → search all social platforms - Found phone → run phone OSINT, carrier lookup - Found address → property records, court filings - Found company → corporate filings, SEC records, news - Found username → cross-platform profile search - Infinite expansion driven by LLM based on evidence