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Reports & Views

After scoring a product, Dacard.ai generates multiple report views. Each report examines your AI maturity from a different angle, giving you a complete picture of where you stand and what to do next.

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Available reports

Maturity Report

The primary report. Your product’s AI maturity across all 10 dimensions, cluster analysis, and stage classification.

Operations Report

How AI-native your team’s workflows are. Scores across 6 functions: Strategy, Design, Development, Data, Ops, and GTM.

Lifecycle Report

Where you are in the 6-stage AI-native build process. Progress across all 36 lifecycle tasks.

Roadmap Report

A prioritized action plan from your scoring gaps. Ranked improvements with expected impact and sequencing.

POM Overlay

Your scores mapped to Marty Cagan’s Product Operating Model (SVPG). 20 principles across 24 dimensions.

Suite Intelligence

Cross-product analytics. Dimension correlations, systemic gaps, and score trajectories across your portfolio.

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Maturity Report

The primary report. Shows your product’s AI maturity across all 10 dimensions.
  • Overall score (10-40) and maturity stage
  • Dimension-by-dimension breakdown with scores and explanations
  • Cluster analysis (Foundation, Market Position, Execution Engine, Outlier)
  • Signal bars for quick visual assessment
  • Specific recommendations per dimension

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Operations Report

Evaluates how AI-native your team’s workflows are. Uses the same 10-40 scoring scale but measures team operations instead of product features.
  • Operations maturity stage
  • Six team function scores (Strategy, Design, Development, Data, Operations, GTM)
  • Four cluster scores (Intelligence Layer, Creation Engine, Operating System, Market Engine)
  • Function-specific improvement recommendations

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Lifecycle Report

Maps where you are in the six-stage AI-native product development lifecycle.
  • Current lifecycle stage assessment
  • Progress across all 36 lifecycle tasks
  • Operations stack readiness (8 categories)
  • Cross-cutting concern analysis (Token Economics, Role Fluidity, Cognitive Debt)

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Roadmap Report

A prioritized action plan generated from your scoring gaps.
  • Ranked list of improvement actions
  • Expected impact per action
  • Suggested timeline and sequencing
  • Quick wins vs. strategic investments

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POM Overlay Report

Maps your scores to Marty Cagan’s Product Operating Model (SVPG).
  • 20 POM principles mapped to your 24 dimension scores
  • Gap analysis between your current practices and empowered-team standards
  • Transformation tracking over time

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Dashboard

The dashboard provides a cross-product overview for teams scoring multiple products.
  • All scored products with latest scores and trends
  • Dimension heatmap across products
  • Systemic patterns (dimensions that are consistently weak or strong)
  • Portfolio-level maturity distribution

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Suite Intelligence

Advanced analytics that look across all products in your portfolio to surface:
  • Dimension correlations, Which dimensions tend to move together
  • Systemic gaps, Organization-wide weaknesses
  • Cluster comparisons, How your Foundation compares to your Execution Engine
  • Trend analysis, Score trajectory over time

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Portfolio View

For executives and investors tracking multiple products or companies.
  • Multi-product comparison matrix
  • Portfolio-level maturity distribution
  • Investment readiness signals
  • Cross-product benchmarking
Report access varies by role. Members see Maturity reports. Leads and above see Operations, Lifecycle, and Suite. Executives and above see Portfolio. See Roles & Permissions for details.

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Sharing reports

Every scored product has a shareable URL at /r/{id}. Anyone with the link can view the Maturity report without signing in. Other report types require authentication.