Role Playbook · 2026

Finance & RevOps

Board-ready metrics without a data ticket. Self-serve certified KPIs with audit-ready lineage for every number you cite.

20 min read Runbooks Metadata only Apache 2.0

Executive summary

Query certified ARR, NRR, and churn via Company Brain. Every KPI traces to source tables. Export audit trails for quarterly close.

Board decks need numbers today; auditors need proof tomorrow. Metroflow gives finance self-serve access to certified metrics with click-through provenance: no analyst queue.

Same-dayAnswers vs multi-day analyst tickets
100%Board KPIs with lineage proof
Audit-readyExports for quarterly close
01

What broken lineage costs you

Typical patterns for Finance & RevOps teams. Ranges, not guarantees.

Board deck due tomorrow

Wait days for analyst SQL

With Metroflow: Company Brain + certified metrics self-serve.

Auditor asks "how is NRR calculated?"

Scramble to reconstruct logic

With Metroflow: One-click lineage from KPI to source.

Numbers change between decks

Definition drift undetected

With Metroflow: Alerts when certified definitions change.

Finance vs product revenue gap

Exec meeting reconciliation

With Metroflow: Side-by-side specs with traced lineage.

◇

Metadata only. Metroflow crawls schemas, job names, manifests, and dashboard definitions. Your production data rows never leave your network.

02

Your stack, one graph

Metroflow sits above the data path, not inside it. One searchable map for your entire role.

Your numbers flow: ERP/billing → warehouse → certified metrics → board deck. Metroflow documents every hop without moving transaction data.

03

Where are you today?

Most teams land at L1 or L2. Target L4 in 90 days.

L1Siloed docsWikis and spreadsheets disconnected from production.
L2Partial lineageSome tool lineage exists. Cross-layer gaps remain.
L3Unified graphOrchestration, warehouse, and BI in one map.
L4Certified metricsKPIs owned, enforced, and traced end-to-end.
L5Proactive opsPre-merge gates. Stale assets caught early.

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

04

Choose your path

Every org is different. Pick the track closest to your context.

SaaS subscription business

ARR, NRR, logo churn, cohort retention

Priority: Certify first: NRR and ARR for board

Usage-based / hybrid

Consumption + subscription revenue

Priority: Certify first: recognized revenue policy

Multi-entity / global

FX, entity consolidation, regional rolls

Priority: Certify first: consolidated revenue definition

05

Who owns what

Assign decision rights up front. Metric fights are governance problems.

RoleOwnsOn Metroflow
Finance / RevOpsBoard KPIs, audits, closeSelf-serve certified metrics. Export audit trails.
Head of dataMetric certificationOwn registry. Approve definition changes.
BI leadDashboard accuracyExec views on certified IDs only.
AuditorsProvenance evidenceLineage exports on demand.
06

30 · 60 · 90 day rollout

A program with gates, not just a connector checklist.

Days 1–30

Access certified KPIs

  • Company Brain training for finance
  • Certified ARR, NRR, churn published
  • First audit lineage export
Gate: Finance runs first self-serve query
Days 31–60

Board alignment

  • Board deck on certified metrics only
  • Reconciliation playbook with BI
  • Definition change alerts
Gate: CFO signs off on NRR spec
Days 61–90

Audit readiness

  • Quarterly close export template
  • Zero rogue numbers in board materials
  • Finance + data shared glossary
Gate: Audit prep in hours not weeks
07

Incident runbook

When nrr_board_metric is in trouble. Follow this timeline.

T+0 · Detect
NRR moved unexpectedly

Board prep shows 3pt drop vs prior deck.

T+10 min · Query
Company Brain
"Walk me through how net revenue retention is calculated."
T+25 min · Diagnose
Pipeline vs definition
"Why did NRR drop: pipeline issue or definition change?"
T+1h · Brief
CFO narrative

Cited lineage. Clear cause and owner.

T+24h · Document
Audit note

Export trail for board materials.

Slack template

[FINANCE] NRR board variance explained Cause: Pipeline delay on fct_subscriptions (not definition change) Certified NRR spec unchanged · data catches up by EOD CFO brief: attached lineage walkthrough Metroflow export: [paste link]
08

Metric certification pack

Copy into your governance doc. One definition. One owner. Full lineage.

Net revenue retention (NRR)

Certify first
Formula
(Starting ARR + expansion - contraction - churn) / Starting ARR per finance policy.
Owner
Finance + Head of Data
Lineage
Billing → fct_subscriptions → Certified NRR → Board deck

ARR (Annual Recurring Revenue)

Certify second
Formula
MRR × 12 for active subscriptions, USD, per close policy.
Owner
Finance + RevOps
Lineage
Stripe/ERP → warehouse → Certified ARR
09

Daily workflows

Four situations you will hit every week.

📈

Board prep

  1. Pull certified KPIs

    ARR, NRR, churn from registry.

  2. Lineage check

    Proof for each slide.

  3. Brain Q&A

    Anticipate CFO questions.

📋

Quarterly close

  1. Export audit trail

    KPI → source for auditors.

  2. Reconciliation

    BI vs GL with lineage.

  3. Sign-off

    CFO + Head of Data.

⚖️

Metric dispute

  1. Open specs

    Finance vs product definitions.

  2. Trace both

    To source tables.

  3. Escalate to certify

    Single winner.

🔔

Definition change alert

  1. Review diff

    What changed in spec.

  2. Impact

    Which decks affected.

  3. Reconcile

    Before publishing.

10

Copy-paste queries

Company Brain or lineage search. Context included.

Self-serve
"Walk me through how net revenue retention is calculated."
Variance
"Why did NRR drop: pipeline issue or definition change?"
Audit
"Export lineage proof for board ARR from source to dashboard."
Reconciliation
"Why does product revenue differ from finance by 2%?"
Rogue check
"Which board slides are not using certified metrics?"
Cohort
"Trace logo churn from billing events to the board cohort slide."
11

Glossary

Plain English. "Why it matters" tells you when to care.

NRR
Net revenue retention from existing customers.
Why: Most scrutinized board metric.
Certified metric
Finance-approved KPI with formula and lineage.
Why: What you cite in audits.
Audit trail
Exportable proof from KPI to source.
Why: Quarterly close deliverable.
Definition drift
When logic changes without finance sign-off.
Why: Metroflow alerts prevent surprises.
Company Brain
Plain-English KPI queries with citations.
Why: No Jira ticket for board prep.
RevOps
Revenue operations: pipeline, cohorts, forecasting.
Why: Same certified numbers as finance.
12

Outcomes checklist

Measure if the program is working.

Success metric90-day target
Time to answer board KPI questionsSame day
Board KPIs with audit lineage100%
Analyst tickets for routine KPI pulls80% reduction
Audit prep for revenue metricsHours vs weeks

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.

Try the live demo Self-host Talk to us