Consumer surface · PAT-21

Card workbench

Metadata-driven placement: metric envelopes from the calculus factory (POST with service key in production) compose with a live segmentation-studio cohort resolve on seeded PAT-5 data. Higher impact or significance from enrichment sorts earlier.

Related surface: Decision wizard (Kepner–Tregoe + VOI via forecasting).

Discovery

Registry: unavailable

engagement_score

high

pat5-node-product · 2026-Q1

88+11.4%
CI: [76, 80]n=552026-06-03T12:43:37.832Z
engagement_scoresegment:pat5-node-product2026-Q1

engagement_score

pat5-node-sales · 2026-Q1

74+2.6%
[69, 71]n=80

engagement_score

pat5-node-engineering · 2026-Q1

82+5.1%
[76, 79]n=120

Resolved cohort

Department ∈ engineering AND region ∈ west (seeded PAT-5)

members
1
nodes
2
placement
44

Member IDs (sample)

  • EMP-001

Engagement by segment (factory input)

Multi-cohort distribution (segment) — stacked per-cohort histograms keep distribution shapes visually honest.

Compa-Ratio Distribution by Level

engineering

n=1 · median 0.82 · p25 0.82 · p75 0.82

sales

n=1 · median 0.74 · p25 0.74 · p75 0.74

product

n=1 · median 0.88 · p25 0.88 · p75 0.88

Viz gallery

completion_rate

pat5-node-engineering · 2026-Q1

62.0%+12.7pp
n=120

completion_rate

pat5-node-product · 2026-Q1

71.0%+10.9pp
n=55

completion_rate

pat5-node-sales · 2026-Q1

58.0%+3.3pp
n=80