Causality & ROI Attribution

Early detection of systemic risks

Continuously scan team signals to identify delivery slowdowns, burnout, or emerging risks before they become crises.

The problem
with aidrian

25–40% reduction in crisis incidents


10–15% higher delivery reliability


PI/1

Anomaly detection

Aidrian automatically records every improvement you or your teams make, so nothing gets lost between retros and reports.

PI/2

Risk signaling

Each improvement is linked to your Team Performance Model dimensions and KPIs, showing exactly how your work impacts flow, quality, and delivery.

PI/3

Contextual recommendations

Aidrian’s causal inference engine pinpoints which actions truly moved the needle—so you can focus on what works instead of guessing.

PI/4

Model refinement

You get simple dashboards that translate improvements into ROI, proving the value of every coaching or leadership decision.

Book a 20-minute walkthrough

See how performance becomes measurable, scalable, and clear.