Decision Center · Suite Index

Decision Center · Ranking LayerProduct Triage

Product Triage

Score each feature × stakeholder cell on six product axes (effort, revenue, retention, strategic fit, risk, urgency). The 3-mode tensor is decomposed via Tucker — recovering both a clean composite ranking and per-stakeholder partial intensities. Use it when product, sales, support, and engineering disagree on what matters most.

1Frame

2Elicit

3Fit

4Rank

5Decide

Coverage

5

Features

0

Items

0%

Filled

House note

Tucker = higher-order SVD with shrinkage. The 3-mode tensor (features × stakeholders × axes) is reduced to a low-rank core, and the partial intensities tell you exactly where each stakeholder over- or under-weights an axis.

emotionTensorIRT · tucker

Ranked Features

#1Public API v2

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#2Mobile push alerts

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#3Self-serve onboarding

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🛠️

💵

🧲

🎯

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#4Admin SSO / SCIM

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🧲

🎯

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#5Bulk CSV import

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Score the matrix · 5 features

Public API v2

4× stakeholder

Versioned, OAuth-scoped public REST API

Stakeholder	🛠️ Effort(↓good)	💵 Revenue	🧲 Retention	🎯 Strategic Fit	⚠️ Risk(↓good)	⏱️ Urgency
Engineering
Product
Sales
Support

0 = none / negligible · 4 = maximum · empty = no opinion (treated as neutral)

Mobile push alerts

4× stakeholder

Real-time notifications for active users

Stakeholder	🛠️ Effort(↓good)	💵 Revenue	🧲 Retention	🎯 Strategic Fit	⚠️ Risk(↓good)	⏱️ Urgency
Engineering
Product
Sales
Support

0 = none / negligible · 4 = maximum · empty = no opinion (treated as neutral)

Self-serve onboarding

4× stakeholder

Replace sales-led trials with product-led growth

Stakeholder	🛠️ Effort(↓good)	💵 Revenue	🧲 Retention	🎯 Strategic Fit	⚠️ Risk(↓good)	⏱️ Urgency
Engineering
Product
Sales
Support

0 = none / negligible · 4 = maximum · empty = no opinion (treated as neutral)

Admin SSO / SCIM

4× stakeholder

Enterprise identity provisioning

Stakeholder	🛠️ Effort(↓good)	💵 Revenue	🧲 Retention	🎯 Strategic Fit	⚠️ Risk(↓good)	⏱️ Urgency
Engineering
Product
Sales
Support

0 = none / negligible · 4 = maximum · empty = no opinion (treated as neutral)

Bulk CSV import

4× stakeholder

Legacy data migration tooling

Stakeholder	🛠️ Effort(↓good)	💵 Revenue	🧲 Retention	🎯 Strategic Fit	⚠️ Risk(↓good)	⏱️ Urgency
Engineering
Product
Sales
Support

0 = none / negligible · 4 = maximum · empty = no opinion (treated as neutral)