DRI Practice

FM Scanner

Surface structural dysfunction patterns in organizational artifacts. Transcripts, emails, meeting notes—what patterns are hiding in plain sight?

How It Works

1
Input
Paste transcript, email thread, or meeting notes
2
Chunk
Text is segmented for pattern analysis
3
Scan
Each segment checked against 17 Failure Modes
4
Surface
Matches flagged with excerpts and signal strength
Input Artifact
Scan Results
⎔

Paste text and click scan to detect failure mode patterns

▶ What this tool is / What this tool is not

This tool is

  • A lexical pattern scanner using keyword density and regex matching
  • A lead generator for further investigation
  • A way to surface what might be hiding in plain sight
  • A starting point for structural diagnosis
  • AR-001 compliant: it observes and suggests

This tool is not

  • A verdict or diagnosis—interpretation remains with you
  • Semantic AI analysis—it matches patterns, not meaning
  • A substitute for judgment or context
  • Guaranteed accurate—false positives and negatives occur
  • A decision-maker—it does not prescribe action