Use cases/B2B SaaS
Industry

From three NRR religions to
one board funnel.

Product, finance, and sales ops certify NRR, logo churn, and activation once. Then Company Brain runs the WBR.

Overview

Product, revenue, and support on one grain.

Account, seat, and invoice must share IDs. Churn that CS explains one way and Finance another is not churn. It is a QBR fight. NRR is a view, not a rebuild the night before the deck locks.

Company Brain puts contract, invoice, and seat on one grain. Usage that CS can act on sits next to the commercial object. A red account has a reason, not a vibe.

This page is for product, finance, CS, and GTM in PLG and sales-led motions that still have to tell one story.

  • Finance and RevOps who must sign ARR with CS
  • Product measuring usage that CS can act on
  • CS running health with a cause, not a score
  • GTM seeing expansion as a path, not a hope
One NRRExpansion, contraction, churn: named and versioned
Explainable healthTicket, usage, and commercial together
WBR in minutesPipeline vs definition, answered with citations
Company Brain

What Company Brain is, and how it helps B2B SaaS.

Company Brain is product, revenue, and support on one grain. Account, seat, and invoice share IDs. NRR is a named, versioned view. Health has a cause.

CS and Finance sign the same ARR. The WBR starts from proof. Expansion is a path GTM can see, not a hope.

  • Looker and the board pull the same NRR ID.
  • A red account has ticket, usage, and commercial on one object.
  • Activation is a milestone with lineage to events, not a vibe.
  • CS and AE chat cite usage and contract. Thin context is said out loud.
Use cases

Go from spreadsheet PLG to certified growth metrics

One formula

Expansion minus churn, agreed before the board

No more three-way fights the night before the deck locks.

  • Owner, exclusions, and lineage on the spec.
  • Looker and the board pull the same ID.
  • Name the rules. Version them. Stop arguing in the QBR.
Metrics layer Try the demo
Events to KPI

Activation is not a vibe

Trace Segment (or your CDP) through Snowflake and dbt to the slide execs trust.

  • Product and finance share the milestone definition.
  • Pipeline lag vs definition drift, diagnosed fast.
  • Feature, seat, and account share IDs.
Context graph Try the demo
Cited Q&A

Prep without a data ticket

Company Brain separates a delayed sync from a changed formula.

  • WBR diagnosis in minutes.
  • dbt PRs that touch fct_nrr get impact review.
  • QBR is a cut of the same objects.
Company Brain Meet Company Brain
Health

Health scores that mean something

Ticket, usage, and commercial sit together. A red account has a reason, not a vibe.

  • Named reason on a red account.
  • Live board. No weekly CSV of logos quietly leaving.
  • CS and AE chat on the same brain.
CS Try the demo
Usage

Usage that CS can act on

Feature, seat, and account share IDs. Adoption is not a separate warehouse religion.

  • Feature and seat on the account.
  • Actable usage, not a vanity dashboard.
  • Expansion path GTM can see.
Product Try the demo
GTM

Pipeline that product can see

Opportunity, account, and product usage share grain. Expansion is a path, not a hope.

  • Opp and usage on one grain.
  • Expansion path with a named next step.
  • Answers cite usage and contract.
GTM Meet Company Brain
How it lands

Product, finance, GTM. One narrative.

Your PLG stack

CDP, warehouse, dbt, BI

Stay on Segment, Snowflake, and Looker. Add the brain on top.

  • Metadata crawls only.
  • Name account, user, subscription.
  • First certified path in 60 days is typical.
Workspace Try the demo
PLG set

NRR, logo churn, activation

Sales ops and finance share logo-churn, not just dollar churn.

  • Board slides on certified metrics only.
  • Rogue explores retired.
  • NRR rules named and versioned.
Trust Try the demo
Weekly

Every WBR starts from proof

Pipeline vs definition, answered with citations.

  • 100% of NRR-affecting PRs reviewed for impact.
  • Self-serve exec questions.
  • Red accounts with owners today.
Company Brain Meet Company Brain
Assist

CS and AE chat on the same brain

Answers cite usage and contract. Thin context is said out loud.

  • Cited, honest gaps.
  • New products inherit the same IDs.
  • Health stays a cause, not a vibe.
Assist Try the demo
Resources

B2B SaaS resources

The sector playbook plus two articles for product, finance, and CS.

Playbooks

Blogs relating to topic

Guide

Company Brain for NRR and activation

How product, finance, and CS stop bringing three NRR religions to the same QBR.

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