B2B SaaS
Certify NRR, logo churn, and activation once. Trace Segment events through Snowflake and dbt to the board slide the whole exec team trusts.
Executive summary
Sync Segment, Snowflake, and dbt manifest into Metroflow. Certify PLG metrics in 60 days. Use Company Brain to separate pipeline issues from definition drift in weekly business reviews.
PLG companies live and die by funnel metrics, but product, finance, and sales ops often define NRR three different ways. Board slides get rebuilt when numbers do not match. Metroflow links product events to certified KPIs with full lineage: no more tribal spreadsheet logic.
What broken lineage costs you
Typical patterns at B2B SaaS organizations. Ranges, not guarantees.
Three NRR definitions
Half-day board prep reconciling product, finance, CRM
With Metroflow: One certified NRR metric. Rogue explores flagged before WBR.
Board slide rebuild
Exec review delayed when numbers shift overnight
With Metroflow: Trace board slide to certified metric; separate delay from drift.
Product events disconnected from revenue
Activation debates with no shared source of truth
With Metroflow: Lineage from Segment events → dbt → activation dashboard.
dbt PR breaks funnel dashboards
Silent stale activation tiles Monday morning
With Metroflow: Blast-radius before merge on dim_accounts and fct_subscriptions.
Metadata only. Metroflow crawls schemas, job names, manifests, and dashboard definitions. Your production data rows never leave your network.
Your stack, one graph
Sector-specific constraints. Metroflow sits above the data path: unify compliance, velocity, and trusted metrics.
Trace Segment account_created events → stg_segment_events → dim_accounts → fct_subscriptions → fct_nrr → Board deck slide 3. When segment_sync lags, see every PLG dashboard affected.
Where are you today?
Most teams land at L1 or L2. Target L4 in 90 days.
Quick self-check
- Answer "what breaks if X fails?" in under 15 minutes?
- Cross-functional teams share one definition of core KPIs?
- Incidents include downstream dashboard impact without Slack archaeology?
- Changes include cross-layer impact checks before merge?
- Named owners for certified metrics and critical pipelines?
0–2: Start Week 1 connect · 3–4: Certify metrics · 5: Add change gates
Choose your path
Every org is different. Pick the track closest to your context.
PLG-first SaaS
Segment + Snowflake + dbt + self-serve BI
Priority: Certify first: activation, logo churn, NRR
Sales-led with product funnel
CRM + product events + finance warehouse
Priority: Certify first: bridge product activation to booked ARR
Multi-product suite
Separate event streams, unified customer dimension
Priority: Certify first: cross-product NRR and expansion metrics
Who owns what
Assign decision rights up front. Metric fights are governance problems.
| Function | Owns | On Metroflow |
|---|---|---|
| Product analytics | Activation, funnel, feature adoption | Own activation metric spec. Lineage from Segment to dashboards. |
| Finance / FP&A | NRR, ARR, board reporting | Certified NRR and churn IDs. Self-serve lineage for close. |
| Sales ops / RevOps | Logo churn, expansion, CRM alignment | Same churn definition as finance. Brain for weekly pipeline reviews. |
| Analytics engineering | dbt layer, Segment models | PR impact queries. Notify stakeholders on certified metric changes. |
30 · 60 · 90 day rollout
A program with gates, not just a connector checklist.
Connect PLG stack
- Sync Segment + Snowflake + dbt + BI
- Map events to dim_accounts path
- First trace: Segment → fct_nrr → board slide
Certify exec KPIs
- Publish NRR, logo churn, activation specs
- Migrate board deck to certified metrics
- Company Brain for WBR prep
Board-ready ops
- Weekly trust score on PLG dashboards
- Pre-merge gates on subscription models
- Onboarding playbook for new PMs and analysts
Incident runbook
When segment_sync is in trouble. Follow this timeline.
Stale stg_segment_events or WBR flag. Open Metroflow.
Board slide, activation funnel, churn report.
Slack template. Clarify if board numbers are delayed not wrong.
Re-run lineage. Update WBR with cited proof.
Slack template
Metric certification pack
Copy into your governance doc. One definition. One owner. Full lineage.
Net revenue retention (quarterly)
Certify first- Formula
- (Starting ARR + expansion − contraction − churn) / starting ARR, fiscal quarter.
- Source
fct_subscriptions→fct_nrr
- Owner
- Finance + Product analytics
- Lineage
- Segment → dim_accounts → fct_subscriptions → Board deck slide 3
Logo churn (monthly)
Certify first- Formula
- Customers with zero active subscription at month end / customers at month start.
- Exclusions
- Mergers, test accounts, internal tenants.
- Owner
- RevOps + Finance
Product activation (7-day)
Certify second- Formula
- % of new accounts completing core activation event within 7 days of signup.
- Source
- Segment
account_created→fct_activation
- Owner
- Product analytics
Daily workflows
Four situations you will hit every week.
Weekly business review prep
- Certified KPIs
NRR, churn, activation on registry.
- Pipeline check
Brain: delay or definition drift?
- Cited answers
Lineage proof for exec questions.
Board deck assembly
- Certified slides only
No rogue SQL tiles.
- Lineage walkthrough
CFO-ready proof.
- Hold on stale
If segment_sync lagging.
NRR dispute
- Open specs
Product vs finance vs CRM.
- Trace all three
Dashboard → dbt → source.
- Certify winner
Deprecate alternate definitions.
Before dbt PR on subscriptions
- Impact query
fct_nrr and activation downstream.
- Notify RevOps
If certified explores affected.
- Attach lineage diff
In PR description.
Copy-paste queries
Company Brain or lineage search. Context included.
Glossary
Plain English. "Why it matters" tells you when to care.
Outcomes checklist
Measure if the program is working.
| Success metric | 90-day target |
|---|---|
| Product, finance, sales ops on certified NRR | 100% |
| Board deck slides on certified PLG metrics | 100% |
| WBR pipeline vs definition diagnosis | < 15 minutes |
| dbt PRs affecting fct_nrr with impact review | 100% |
Ready to put this playbook to work?
Week 1: connect your stack and run your first blast-radius query. Week 4: certify your first KPI. Week 8: operationalize the runbook.