At a Glance
The pipeline collected public data from SEC filings, earnings transcripts, job postings, employee reviews, customer reviews, social media, news coverage, and regulatory signals. It extracted what the organization says about itself (claims) and what the world says about the organization (observations). Then it measured the gap.
The Coherence Triangle
Organizational coherence rests on three vertices. When they align, the organization functions. When they diverge, structural conditions emerge that no amount of effort can compensate for.
Signal Velocity
Signal velocity measures how much heat an organization generates per document analyzed. It's the ratio of negative observations to total documents. A velocity above 50 is elevated. Above 100 is critical. This organization registered 176.
12,153 negative observations from 69 source documents. Each source document is a collection file — a batch of customer reviews, employee reviews, social media posts, or news articles. Individual reviews and posts within each file are extracted as separate observations. The ratio reflects an organization where a large, active customer base is generating signal at high volume. That signal isn't ambiguous. It's volume — the sound of a customer base telling the organization something it hasn't addressed in its public narrative.
Sustained Findings
The pipeline proposed 6 initial findings. An adversarial skeptic agent challenged each one across two rounds of debate. 2 survived. 4 were rejected. What follows are only the findings that withstood scrutiny.
Note what the skeptic rejected: a finding about customer support omission (insufficient sample breadth), a finding about account freeze contradictions (lacking frequency data), a finding about diffused product ownership (limited evidence), and a finding about mission-to-operations misalignment (aspirational vs. operational distinction unresolved). The instrument doesn't assert what it can't defend.
Active Failure Modes
The failure-mode detail and cascade diagram from this run have been withheld pending re-adjudication against the current Decision & Responsibility Infrastructure™ taxonomy. The scan predates several taxonomy revisions, and rather than relabel old output to match new names — which would make the page look correct while leaving the underlying analysis unchanged — the section is held until the run can be properly re-scored.
The evidence, scoring, vertex measurements, sustained findings, rejected findings, methodology and limitations below are unaffected. The current taxonomy is published at dripractice.com/fm.
Precursor Signals
Field notes track signals that haven't yet reached failure-mode threshold but are moving in that direction. These are the early indicators — the conditions that, left unaddressed, become the next diagnosis.
Continuity: The Condition Migrates
Continuity measures whether an organization retains what it learns. This entity was scanned across four collection periods as data quality improved from Grade C to Grade A. The coherence score is only part of the story. Watch where the stress moves — that's where continuity breaks.
Between periods 3 and 4, the Authority score improved from 0.375 to 0.50. The organization appears to have responded to the compression pattern. But the overall coherence score dropped — because the Truth vertex degraded from 0.575 to 0.44.
The structural condition didn't resolve. It migrated. Authority pressure eased, but the gap between organizational narrative and operational reality widened. Financial metrics improved while 3,195 customer complaints accumulated against 12 metric mentions. The organization may be looking at the dashboard while the building is on fire.
What to Watch
- Truth trajectory. The truth score fell 0.13 points in one period. If it continues, expect FM-04 (Metric Shadowing) to cross threshold — the condition where an organization optimizes for metrics that no longer reflect reality.
- Metric displacement ratio. Currently 12 metric mentions to 3,195 complaints. If the ratio widens further, the gap between what the organization measures and what customers experience will become structurally invisible to leadership.
- Escalation resolution rate. 18 orphaned escalations and 9 bouncebacks suggest the escalation system is functioning as a holding pattern, not a resolution path. Watch for escalation volume to increase as unresolved issues compound.
- Authority recovery durability. The authority improvement (0.375 → 0.50) may be structural or cosmetic. If compression signals reappear in the next collection period, the improvement was a correction, not a fix.
- Continuity trajectory. At 0.35, continuity is the lowest vertex. The next collection period will reveal whether the displacement pattern is a one-time adjustment or a chronic cycle — fixing one vertex by breaking another.
What to Say Monday Morning
A weather map is only useful if it changes what you do. Each question below is designed to surface the structural condition in the room — without blame, without accusation. These are the questions that make the invisible visible.
None of these questions accuse. All of them reveal. A leader who asks these questions in the right room can surface insight quickly, because the people who know the answers are already inside the organization.
What This Doesn't Say
This instrument measures structural conditions. It does not:
- Assign fault. Failure modes are physics, not verdicts. They describe conditions that emerge from structure, not from individuals.
- Predict outcomes. A low coherence score is a weather reading, not a forecast. Organizations with stressed conditions can and do recover — if they see the conditions clearly.
- Replace internal knowledge. Public data reveals the gap between narrative and reality. Only people inside the organization know why the gap exists and what to do about it.
- Claim completeness. The skeptic rejected 4 of 6 proposed findings. That's the instrument working as designed. What remains is what survived scrutiny — not everything that's happening.