Greenbaum Labs

Diagnostic instruments for organizational coherence.
Competitive benchmarks built on owned infrastructure.

Primary Research Program

Decision & Responsibility Infrastructure™

The structural conditions that make good decisions possible. Not the decisions themselves.

TRUTH AUTHORITY CONTINUITY
17
Failure Modes
Named structural breakdowns that recur across organizations at scale.
21
Functional Field Notes
Patterns observed while interpretation is still forming.
7
Instruments
FM Scanner, FFN Surface, System Nav, Continuity Chain, Regression Watch, Declaration Log, Verified Independence.
4
Pipeline Stages
Collect. Extract. Score. Synthesize.
dripractice.com →
The Coherence Record

Published at the pace the work moves.

Each edition documents what the pipeline found, what broke, and what changed.

Diagnostic Fleet

Fifteen entities. Five sectors. Three per sector. One finding.

Each sector scored three entities on identical instruments — producing the first competitive coherence dataset of its kind.

14/15
FM-01: Responsibility Compression
Responsibility accumulates at the edge faster than infrastructure can contain it.
Aerospace
Truth most stressed. Narrative fractures under regulatory scrutiny.
Fintech
Highest evidence density. Complaints reveal invisible gaps.
Consumer
Highest Truth, weakest Authority. Brand holds where structure does not.
Auto / EV
Authority fracture. Decision distribution gap.
Big Tech
Highest coherence. Truth still floors. Scale manages, cannot close.
0.448
Fleet Avg
0.37–0.52
Range
117
Runs
~1,900h
Inference
Diagnostic Pipeline

Four stages. Full provenance at every step.

Every score traces back to a source document, an extraction event, and a reasoning chain.

01
Collect
Public filings, disclosures, complaints, and regulatory records. No privileged access required.
02
Extract
Agent-powered extraction surfaces structural signals across document types and timeframes.
03
Score
Instruments score each entity on identical dimensions. Adversarial debate refines every assessment.
04
Synthesize
Cross-entity patterns emerge. Sector benchmarks form. The Coherence Record publishes findings.
Infrastructure

Owned hardware. Local inference. Full provenance.

compute
2× DGX Spark
128GB unified / node
storage
Synology NAS
10GbE · full audit
models
Qwen3 32B
local · all stages
AR-001
Automation may observe, summarize, and suggest, but may not decide.
About

Founded to build what was missing.

Greenbaum Labs is a research and engineering lab founded by Justin R. Greenbaum. The lab builds diagnostic instruments for organizational coherence — scoring organizations against their sector competitors on identical instruments and publishing the findings as applied research.

Justin spent twenty years in Fortune 30 operations at Comcast, managing teams and budgets across regulatory response, cybersecurity, privacy, and executive escalations. The Coherence framework emerged from observing the same structural breakdowns recur across every organizational context.

entity
Greenbaum Labs, LLC
founded
2026 · New Jersey
founder
Justin R. Greenbaum
current
MIT Sloan AI Executive Academy · March 2026

Lab Brief

For SVPs of Operations, Strategy, and CX who own failure before it hits the board — and suspect the gap between what their organization says and what it does is wider than anyone has measured.

What happens first
A 30-minute scoping call to identify which entity and sector to score. Then a 6-week competitive coherence diagnostic: your organization measured against sector peers on identical instruments, run on owned infrastructure. You receive failure mode codes, sector benchmarks, and structural findings — not a slide deck.
Who built this
20 years leading operations, risk, and escalation teams across 30M+ customers at Comcast. The Coherence framework came from watching the same structural breakdowns recur at every level of scale. Currently MIT Sloan AI Executive Academy.
Competitive Diagnostic Advisory Research