Give customers the numbers they need to defend their own budget

Create an AI-derived attribute 'quarterly_progress_snapshot' on the Account object, computed at end of each quarter for all paying accounts. Aggregates: (a) usage trajectory (total events, active users, feature breadth — compared to prior quarter and to similar-cohort accounts); (b) outcomes attributed to the product (milestones reached, KPI changes if trackable); (c) ROI computed where data permits (time saved, error rate reduced, throughput increased); (d) team-impact (new users added, departments adopting); (e) noteworthy events (first time using feature X, exceeded benchmark Y). Output: structured story-ready snapshot the email and in-app surface render from.

Build a segment 'Quarterly progress recipients' capturing paying accounts where: (a) account is 90+ days old (needs a full quarter of data), (b) usage in the past quarter was meaningful (above noise floor — don't send 'your impact' to barely-active accounts, it backfires), (c) churn_risk_score is below 60 (don't send celebratory content to at-risk accounts — that's tone-deaf; they get the tiered-churn journey instead). Audience refreshes once per quarter at quarter-close.

Generate quarterly progress email content. Subject: 'Your [Quarter] with [Product]: [headline metric]' (e.g. 'Your Q2 with Acme: 247 hours saved'). Body: hero number (top KPI from snapshot), 3-4 supporting metrics with quarter-over-quarter trend arrows, callouts to noteworthy events ('You hit your 1000th [unit] this quarter'), team-impact summary, and a soft prompt: 'Want this as a PDF to share with your team or manager?' Send-from: named CSM or success lead. Tone: celebratory but factual — no marketing-speak, all real numbers from their account.

Configure an in-app personalization 'Your Quarter snapshot' on the admin/owner dashboard for users in the quarterly-review segment. Renders the same snapshot content as the email — hero metric, supporting metrics, trend arrows, callouts — visible for the 30 days after quarter-close. Includes an export-to-PDF action so the customer can easily share internally (the killer feature of this play — customers SHARE this content with their bosses, which is its own marketing channel).

Build a journey triggered quarterly at quarter-close for all users in the segment. Touch 1 (Day 3 after quarter end — gives time for last-day data to settle): quarterly progress email goes to the account's admin/champion. Touch 2 (Day 0 of touch 1): in-app personalization activates for 30 days. Touch 3 (Day 14, if user opened the email or interacted with in-app): light follow-up offering a CSM-led deeper review for renewal-prep, OR an advocacy ask if the metrics are strong (handoff to milestone-driven-advocacy-asks). Exit on: 60-day completion (each quarter is its own journey instance).

Compose a progress-program dashboard: send volume per quarter, email engagement rate (target: 60%+ open — these are factual personal emails, not marketing), PDF-export rate (the killer metric — exports mean the customer is sharing internally, which is a renewal leading indicator), correlation between progress-email opens and renewal rate at next renewal (the proof-of-value chart — opens typically correlate with 5-10 percentage point higher renewal rates), and AE/CSM-reported instances of the snapshot being referenced in renewal conversations.