Activation
Trial → Paid conversion ↑
Reduce time-to-value and guide users through the key actions that correlate with upgrade intent.
- Activation +23% (8 weeks)
- Trial→Paid +9.4 pts
- TTV −46%
What we did: Guided onboarding • Progressive profiling • Usage milestones
See onboarding case studyMonetization
Self-serve checkout ↑
Paywall experiments and error-state fixes that lift conversion without increasing support load.
- +11.8% CVR
- p95 load 0.8s
- Tickets −19%
What we did: Experiment matrix • Checkout revamp • Perf tuning
See checkout work- Up to 3 seats
- Basic analytics
- Email support
- Up to 15 seats
- A/B experiments
- Priority support
- Webhooks & API access
- Unlimited seats
- SAML SSO & SCIM
- Audit logs & RBAC
- Dedicated CSM
Packaging
Pricing & packaging that scales
Align tiers to jobs-to-be-done and value metrics to unlock upgrades and higher ARPA.
- Upgrade rate +17%
- ARPA +12%
- NRR +9 pts
What we did: JTBD tiering • Value metrics • Annual nudges
See pricing redesign- sara@acme.ioRetry 2/4 • in 3h$49
- li@contoso.comEmail 1/3 • tomorrow$199
- dev@fabric.devRetry 1/4 • in 1h$499
- Retry 1+0h • card retry
- Email 1+24h • update card link
- Retry 2+48h • card retry
- Email 2+5d • offer annual w/discount
- Retry 3+7d • final retry
- Cancel+21d • downgrade to free
- Recovered62%
- Invol. churn1.9 pts
Revenue Ops
Billing & dunning automation
Shrink involuntary churn with intelligent retries and clear update-card flows.
- Failed payments −38%
- Invol. churn −1.9 pts
- DSO −12 days
What we did: Stripe retries • Dunning schedule • Tax/VAT automation
See billing ops- Spec: Dunning v2 (approved)
- Runbook: Incident-012 latency spike
- Notebook: Churn drivers (Q3)
AI Assist
AI-assisted workflows
Retrieval-backed assistants inside critical flows to speed teams up and lift CSAT.
- Feature adoption +24%
- Handle time −29%
- CSAT +0.4
What we did: RAG assistants • Summaries • Quality gates
See AI assistant- API latency spikeResolved
- Webhook retriesMitigated
- Availability99.9%
- Latency p95400ms
Reliability
Operate with confidence
Observability, SLOs, and runbooks that reduce incidents and MTTR as you scale.
- 99.97% uptime
- MTTR −61%
- False alerts −72%
What we did: SLOs & error budgets • Golden signals • Runbooks
See reliability work