@cca/viz once a variant is chosen.Variant A — Brand × panel heatmap
Rows = brand, columns = panels chronologically. Cell color = score bucket. Numbers in each cell. Click a cell to jump to that panel's card.
2 brands below 6.0. Brand A NB-01 at 5.28 (Burnt (4 panelists)) is the worst. Investigate.
| Brand | Panel 1 | Panel 2 | Panel 3 | Panel 4 | Panel 5 |
|---|---|---|---|---|---|
| Brand A | NB-069.1 | NB-015.3 | NB-089.6 | NB-059.0 | |
| Brand B | LL-029.2 | LL-019.6 | LL-039.0 | LL-059.3 | LL-067.0 |
| Brand C | PA-028.7 | PA-019.6 | PA-039.3 | PA-095.6 | |
| Brand D | BL-018.7 | BL-027.0 | BL-037.0 | ||
| Brand E | HIPA-019.6 | HIPA-029.7 | HIPA-0310.0 |
Filled cell = panel; color = bucket (blue ≥ 8.0, neutral 6.0–8.0, orange < 6.0). Outlined cells = triggered panels.
Sensory investigations · sorted by criticality
8 of 19 panels triggered
- Re-open →Brand A · NB-012025-12-03High✓ Investigated
Panel score 5.28
- Panel score 5.28 below floor of 6.0
- 4 major defects with 2+ panelist agreement — Burnt (4 panelists), plus 3 more
- Investigate →Brand C · PA-092026-02-06High
Panel score 5.59
- Panel score 5.59 below floor of 6.0
- 3 major defects with 2+ panelist agreement — Metalic (5 panelists), plus 2 more
- Yeast Autolysis cluster firing on Metalic + Pumpkin/ Gourd, plus 1 other cluster
- Investigate →Brand B · LL-062026-02-13High
Panel score 6.95
- 2 major defects with 2+ panelist agreement — Spicy (5 panelists), plus 1 more
- Major defect Sulfidic/ Eggy (H2S) recurring from prior panel (LL-05)
- Fermentation Health cluster firing on Spicy + Sulfidic/ Eggy (H2S)
- Investigate →Brand D · BL-032026-02-24High
Panel score 6.98
- 2 major defects with 2+ panelist agreement — Metalic (5 panelists), plus 1 more
- Investigate →Brand D · BL-022026-02-17High
Panel score 6.99
- Major defect Burnt flagged by 2 panelists
- Investigate →Brand C · PA-022025-11-05High
Panel score 8.66
- Major defect Pumpkin/ Gourd flagged by 2 panelists
- Investigate →Brand A · NB-052026-02-13High
Panel score 9.01
- Major defect Diacetyl flagged by 2 panelists
- Investigate →Brand B · LL-052026-02-06High▸ Action open
Panel score 9.25
- Major defect Sulfidic/ Eggy (H2S) flagged by 4 panelists
Variant B — Panel score strip plot
X = panel date, Y = panel score. One dot per panel, color by bucket. Floor line at 6.0. Hover/click to drill.
2 brands below 6.0. Brand A NB-01 at 5.28 (Burnt (4 panelists)) is the worst. Investigate.
One dot per panel. X = panel date, Y = score. Orange dots = under floor. Dashed line = 6.0 floor.
Sensory investigations · sorted by criticality
8 of 19 panels triggered
- Re-open →Brand A · NB-012025-12-03High✓ Investigated
Panel score 5.28
- Panel score 5.28 below floor of 6.0
- 4 major defects with 2+ panelist agreement — Burnt (4 panelists), plus 3 more
- Investigate →Brand C · PA-092026-02-06High
Panel score 5.59
- Panel score 5.59 below floor of 6.0
- 3 major defects with 2+ panelist agreement — Metalic (5 panelists), plus 2 more
- Yeast Autolysis cluster firing on Metalic + Pumpkin/ Gourd, plus 1 other cluster
- Investigate →Brand B · LL-062026-02-13High
Panel score 6.95
- 2 major defects with 2+ panelist agreement — Spicy (5 panelists), plus 1 more
- Major defect Sulfidic/ Eggy (H2S) recurring from prior panel (LL-05)
- Fermentation Health cluster firing on Spicy + Sulfidic/ Eggy (H2S)
- Investigate →Brand D · BL-032026-02-24High
Panel score 6.98
- 2 major defects with 2+ panelist agreement — Metalic (5 panelists), plus 1 more
- Investigate →Brand D · BL-022026-02-17High
Panel score 6.99
- Major defect Burnt flagged by 2 panelists
- Investigate →Brand C · PA-022025-11-05High
Panel score 8.66
- Major defect Pumpkin/ Gourd flagged by 2 panelists
- Investigate →Brand A · NB-052026-02-13High
Panel score 9.01
- Major defect Diacetyl flagged by 2 panelists
- Investigate →Brand B · LL-052026-02-06High▸ Action open
Panel score 9.25
- Major defect Sulfidic/ Eggy (H2S) flagged by 4 panelists
Variant C — Small-multiples sparkline grid
One mini-card per brand showing the score trend, most-recent score in big type, color cue when current panel is below floor. Click card to drill into that brand.
2 brands below 6.0. Brand A NB-01 at 5.28 (Burnt (4 panelists)) is the worst. Investigate.
Brand A
Recovered
9.0
latest · NB-05
4 panels · range 5.3–9.6
Brand B
Mid range
7.0
latest · LL-06
5 panels · range 7.0–9.6
Brand C
Below floor
5.6
latest · PA-09
4 panels · range 5.6–9.6
Brand D
Mid range
7.0
latest · BL-03
3 panels · range 7.0–8.7
Brand E
Strong
10.0
latest · HIPA-03
3 panels · range 9.6–10.0
Sensory investigations · sorted by criticality
8 of 19 panels triggered
- Re-open →Brand A · NB-012025-12-03High✓ Investigated
Panel score 5.28
- Panel score 5.28 below floor of 6.0
- 4 major defects with 2+ panelist agreement — Burnt (4 panelists), plus 3 more
- Investigate →Brand C · PA-092026-02-06High
Panel score 5.59
- Panel score 5.59 below floor of 6.0
- 3 major defects with 2+ panelist agreement — Metalic (5 panelists), plus 2 more
- Yeast Autolysis cluster firing on Metalic + Pumpkin/ Gourd, plus 1 other cluster
- Investigate →Brand B · LL-062026-02-13High
Panel score 6.95
- 2 major defects with 2+ panelist agreement — Spicy (5 panelists), plus 1 more
- Major defect Sulfidic/ Eggy (H2S) recurring from prior panel (LL-05)
- Fermentation Health cluster firing on Spicy + Sulfidic/ Eggy (H2S)
- Investigate →Brand D · BL-032026-02-24High
Panel score 6.98
- 2 major defects with 2+ panelist agreement — Metalic (5 panelists), plus 1 more
- Investigate →Brand D · BL-022026-02-17High
Panel score 6.99
- Major defect Burnt flagged by 2 panelists
- Investigate →Brand C · PA-022025-11-05High
Panel score 8.66
- Major defect Pumpkin/ Gourd flagged by 2 panelists
- Investigate →Brand A · NB-052026-02-13High
Panel score 9.01
- Major defect Diacetyl flagged by 2 panelists
- Investigate →Brand B · LL-052026-02-06High▸ Action open
Panel score 9.25
- Major defect Sulfidic/ Eggy (H2S) flagged by 4 panelists
Variant D — Composite (recommended): defect spread strip + brand sparklines
Defect spread strip surfaces attributes hitting 2+ brands so cross-brand patterns (e.g. Burnt firing on both Brand A and Brand D) aren't masked. Brand cards underneath give per-brand health. The two views answer orthogonal questions: 'is anything systemic?' (top strip) and 'how is each brand doing?' (cards).
2 brands below 6.0. Brand A NB-01 at 5.28 (Burnt (4 panelists)) is the worst. Investigate.
Cross-brand defect spread
Attributes hitting 2+ brands · top 4
When the same defect fires on multiple brands at once, the cause is usually process-side (kettle, water, malt lot) — not brand-specific.
Brand A
Recovered
9.0
latest · NB-05
4 panels · range 5.3–9.6
Brand B
Mid range
7.0
latest · LL-06
5 panels · range 7.0–9.6
Brand C
Below floor
5.6
latest · PA-09
4 panels · range 5.6–9.6
Brand D
Mid range
7.0
latest · BL-03
3 panels · range 7.0–8.7
Brand E
Strong
10.0
latest · HIPA-03
3 panels · range 9.6–10.0
Sensory investigations · sorted by criticality
8 of 19 panels triggered
- Re-open →Brand A · NB-012025-12-03High✓ Investigated
Panel score 5.28
- Panel score 5.28 below floor of 6.0
- 4 major defects with 2+ panelist agreement — Burnt (4 panelists), plus 3 more
- Investigate →Brand C · PA-092026-02-06High
Panel score 5.59
- Panel score 5.59 below floor of 6.0
- 3 major defects with 2+ panelist agreement — Metalic (5 panelists), plus 2 more
- Yeast Autolysis cluster firing on Metalic + Pumpkin/ Gourd, plus 1 other cluster
- Investigate →Brand B · LL-062026-02-13High
Panel score 6.95
- 2 major defects with 2+ panelist agreement — Spicy (5 panelists), plus 1 more
- Major defect Sulfidic/ Eggy (H2S) recurring from prior panel (LL-05)
- Fermentation Health cluster firing on Spicy + Sulfidic/ Eggy (H2S)
- Investigate →Brand D · BL-032026-02-24High
Panel score 6.98
- 2 major defects with 2+ panelist agreement — Metalic (5 panelists), plus 1 more
- Investigate →Brand D · BL-022026-02-17High
Panel score 6.99
- Major defect Burnt flagged by 2 panelists
- Investigate →Brand C · PA-022025-11-05High
Panel score 8.66
- Major defect Pumpkin/ Gourd flagged by 2 panelists
- Investigate →Brand A · NB-052026-02-13High
Panel score 9.01
- Major defect Diacetyl flagged by 2 panelists
- Investigate →Brand B · LL-052026-02-06High▸ Action open
Panel score 9.25
- Major defect Sulfidic/ Eggy (H2S) flagged by 4 panelists