A revenue system of record

Make your CRM the truth instead of the chore.

We rebuild your CRM around the way deals actually progress, enrich it automatically, and remove the data entry that kills adoption.

94%
field completeness without manual entry
+23%
forecast accuracy within two quarters
5 hrs
returned per rep, per week

How it works

What's actually inside this engagement.

Four capability pillars we build in every version of this service, adapted to your stack.

01

Object and stage redesign

Pipelines that reflect real buying behavior, with exit criteria a manager can inspect.

02

Automatic enrichment

Firmographics, signals, and activity captured from source systems, not typed by reps.

03

Hygiene automation

Dedupe, normalization, and decay rules running continuously in the background.

04

Forecast and reporting layer

Warehouse-backed reporting so board numbers and CRM numbers finally agree.

What you get

Deliverables

  • CRM data model and stage definitions
  • Enrichment and hygiene automation
  • Warehouse sync and reporting layer
  • Rep enablement and adoption plan

Under the hood

Stack

HubSpotSalesforceSnowflake / BigQuerydbtClaySegment

Engagement

Audit in 2 weeks, rebuild in 6–10 weeks.

Questions

CRM Engineering, answered directly.

Whichever your motion needs. We've migrated both directions and will tell you honestly when a move isn't worth it.

Next step

Ready to talk about crm engineering?

A 30-minute discovery call, no deck. We'll come with questions about your process and leave you with a scoped first step.

Typical reply within one business day