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Data

A revenue stack where data, process, and tooling reinforce each other.

Cross-functional RevOps architecture connecting marketing, sales, customer success, and finance on a common data foundation.

The problem

When sales, marketing, and CS each have their own truth

Marketing reports leads. Sales reports pipeline. CS reports retention. None of the numbers reconcile. Forecast quality suffers. Cross-functional initiatives stall in arguments about whose data is right.

You feel like RevOps is supposed to fix this, but it has become another silo.

We build RevOps foundations that connect HubSpot, Stripe, the data warehouse, and finance systems into a coherent revenue model.

The plan

How we build RevOps

  1. 01

    Define the revenue model

    Funnel stages, lifecycle, attribution, retention — agreed across functions.

  2. 02

    Connect the systems

    CRM, billing, product, support — flowing into a governed data layer.

  3. 03

    Operate the cadence

    Weekly forecast, monthly review, quarterly planning — all referencing the same numbers.

What success looks like

What good looks like

One revenue model. One forecast. One retention number. Reconciled across every function and trusted by the board.

  • Aligned forecast

    Sales, marketing, and finance reference the same pipeline.

  • Connected funnel

    Lead-to-revenue visible end-to-end.

  • Predictable retention

    Cohort and net-retention numbers everyone trusts.

Proof

Proof

15% forecast accuracy improvement

Unified forecasting model lifted board-level forecast accuracy from 78% to 93% over two quarters.

B2B SaaS, $30M ARR

FAQs

Frequently asked questions

  • Both, in that order. Software encodes process; process without encoding does not survive scale. We do both deliberately.

Ready to align revenue?

A 60-minute call with you and your CRO/CFO. We will diagnose where the misalignment lives.