Causality & ROI Attribution
Outcome-driven product and portfolio governance
Link product and portfolio KPIs directly to team performance metrics to manage based on outcomes, not output.
The problem
Traditional portfolio reviews focus on outputs (features shipped) rather than outcomes (business impact). Aidrian connects TPM metrics with DASA’s Product and Portfolio Management Capability Models to give leaders a live, outcome-oriented view of value flow.
With Aidrian
- 15–25% improvement in portfolio flow efficiency
Aidrian brings together your portfolio financials and product analytics, creating a single source of truth for performance and investment decisions.
It connects initiative KPIs—such as ROI, lead time, and change-failure rate—to the underlying team performance metrics that drive them.
You get one interactive dashboard that maps value flow and benefit realization, so outcomes become visible and comparable across products.
Aidrian highlights which initiatives to scale up or phase out, showing predicted gains for every funding shift you make.
Use cases
Explore all use cases
- hubEnterprise-wide visibilitychevron_right
- speedSpeed without quality riskchevron_right
- crisis_alertCatch systemic risks earlychevron_right
- autorenewEnterprise learning loopchevron_right
- trending_upMake delivery predictablechevron_right
- insightsLeadership enablementchevron_right
- show_chartTransformation ROIchevron_right
- auto_awesomeAI impact, not adoptionchevron_right
- rocket_launchFaster time to marketchevron_right
- directions_runAttrition riskchevron_right
- groupsHeadcount efficiencychevron_right
- savingsSafe cost reductionchevron_right
- flagTrack initiative valuechevron_right
- explorePersonal Growth Compasschevron_right
- starRecognition Feedchevron_right
- local_libraryLearning Habit Builderchevron_right
- forumPeer feedbackchevron_right