# Faultprint Commercial Readiness Matrix 001

## Plain-English Verdict

Faultprint is ready to package bounded assessment modules around the strongest pathology families. It is not yet ready to sell a broad numerical benchmark as if the dataset were fully sampled, normalized, and archived.

## Readiness Counts

### Assessment
- ready_for_bounded_assessment: 6
- pilot_ready_with_caveats: 3
- research_only: 1

### Benchmark
- not_benchmark_ready: 5
- benchmark_not_yet_defensible_needs_archival_depth: 3
- benchmark_pilot_ready: 2

## Module Matrix

|pathology|assessment readiness|benchmark readiness|rows|client usable|elevated/high|sectors|source hardened|counterexamples|
|---|---|---|---|---|---|---|---|---|
|Contestability Lag|ready_for_bounded_assessment|benchmark_pilot_ready|249|126|82|99|80|4|
|AI Authority Acceleration|ready_for_bounded_assessment|benchmark_not_yet_defensible_needs_archival_depth|210|203|11|52|76|4|
|Record-Authority Capture|ready_for_bounded_assessment|benchmark_pilot_ready|70|55|38|25|36|2|
|Access Interruption Before Review|ready_for_bounded_assessment|benchmark_not_yet_defensible_needs_archival_depth|44|35|36|17|9|0|
|Documentation Burden Transfer|ready_for_bounded_assessment|benchmark_not_yet_defensible_needs_archival_depth|26|20|16|19|11|1|
|Classification Gatekeeping|ready_for_bounded_assessment|not_benchmark_ready|27|26|0|14|8|0|
|Evidence-Container Illusion|pilot_ready_with_caveats|not_benchmark_ready|12|12|7|10|4|0|
|Multi-Actor Handoff Diffusion|pilot_ready_with_caveats|not_benchmark_ready|10|10|0|6|5|0|
|Deadline Compression|pilot_ready_with_caveats|not_benchmark_ready|8|8|0|6|0|0|
|Provisional Relief Reversal|research_only|not_benchmark_ready|24|0|0|8|4|0|

## Product Implication

1. Sell first as an assessment product: documents go in, structural-condition findings with source anchors, boundaries, falsifiers, and counter-signals come out.
2. Use the pathology atlas as the product backbone: each pathology is a reusable module, not just a report section.
3. Keep benchmark/index language controlled until the P3 snapshot layer, sector normalization, and counterexample review are deeper.

## Immediate Product Candidates

- Contestability Lag: ready for bounded assessment packaging.
- AI Authority Acceleration: ready for bounded assessment packaging.
- Record-Authority Capture: ready for bounded assessment packaging.
- Access Interruption Before Review: ready for bounded assessment packaging.
- Documentation Burden Transfer: ready for bounded assessment packaging.
- Classification Gatekeeping: ready for bounded assessment packaging.

## Benchmark Candidates

- Contestability Lag: pilot benchmark candidate, but still requires archival depth and normalization before public index claims.
- Record-Authority Capture: pilot benchmark candidate, but still requires archival depth and normalization before public index claims.