Feature adoption tracking · User funnels · A/B testing
Deeply integrated workflows executing natively inside the Sovereign Stack ecosystem.
User opens Lens → Feature Adoption dashboard → All tracked features listed: Dashboard — MAU: 1,240 — Adoption: 94% Export — MAU: 342 — Adoption: 28% (↓12% this month) ⚠️ Team Invites — MAU: 89 — Adoption: 7% → User clicks "Export" → Detail view: Usage over time (chart) First use → repeated use → abandoned (funnel) User segments using it vs not using it → Lens flags: "Export adoption dropped 12% this month" → User clicks "Send to Plan" → Plan receives the insight as a roadmap item
User clicks "Funnels" → "New Funnel" → Steps builder: Step 1: Visited pricing page Step 2: Clicked "Start Free Trial" Step 3: Completed onboarding Step 4: Invited a team member → User clicks "Analyze" → Funnel results: 1,240 visited pricing page → 312 started trial (conversion: 25%) → 187 completed onboarding (conversion: 60%) → 43 invited a team member (conversion: 23%) → Biggest drop-off: Onboarding → Invite (77% drop) → Insight: "Users aren't reaching the collaboration aha-moment" → User sends insight to Plan: "Improve invite flow during onboarding"
User clicks "Segments" → "New Segment" → Segment builder — filter by behavior: Subscription: Pro AND Last login: within 7 days AND Feature used: Export — 0 times → Segment name: "Pro users not using Export" Users in segment: 78 → Actions: [View in Care] — trigger proactive check-in for all 78 [Export list] — CSV for direct outreach [Create A/B test targeting this segment] → User clicks "View in Care" → Care triggers personalized check-ins: "We noticed you haven't tried Export yet — here's how it works"
User clicks "A/B Tests" → "New Test" → Test setup: Name: "Onboarding CTA button text" Variants: A (50%): "Get Started" (control) B (50%): "Start Building" → Goal: Complete onboarding (conversion event) Audience: New signups only Duration: 14 days → User clicks "Start Test" → After 7 days → Interim results: Variant A: 54% completion rate Variant B: 61% completion rate (↑13%) → Statistical significance: 94% (not yet at 95%) → User waits → After 14 days → Significance reached → "Winner: Variant B" → User ships the change to 100% of users
User opens "Retention" → Cohort chart loads: New users by week, how many return → Week 0 (signup week): 100% Week 1: 62% Week 2: 48% Week 4: 41% Week 8: 38% (leveling off — healthy signal) → User compares cohorts: Feb cohort vs March cohort → March cohort week-2 retention: 52% (↑4% from Feb) → Correlating change: "Onboarding flow was updated March 1" → Retention improvement confirmed — User notes the win in Pulse
User opens Lens → Overview → Daily Active Users: 1,247 (↑3.2% week-over-week) Weekly Active Users: 4,890 Monthly Active Users: 12,340 30-day retention: 41% Avg session duration: 18 min → Top events today: 1. Task created — 4,230 2. Comment added — 2,105 3. File uploaded — 890 → User spots anomaly: "File uploaded" is down 40% → Clicks through → Filters by date → Correlates with a bug report → Creates task in Plan: "Investigate file upload drop"