Mazorda
GTM Engineering
RevOps

RevOps Data Clean Room & Unification

Centralize and clean lead, product usage, and enrichment data into a single source of truth (Data Warehouse) to power precise targeting.

Goal: Enable precise targeting and automation with trustworthy unified data

Complexity

High

Tools

5

Context

The Problem

Fragmented, inconsistent data hurts targeting, reporting, and wastes sales/marketing effort. Scoring models are unreliable.

Resolution

The Solution

Build a unified data pipeline into a warehouse (BigQuery). Automate verification, deduplication, and ICP tagging. Expose clean, trusted segments to downstream tools for accurate scoring, upsell, and lifecycle orchestration.

Expected Metrics

Significant improvement

Match rate and data completeness

High trust in reporting

Attribution Accuracy

Tools & Tech

Data Warehouse (BigQuery)
ETL Tool (Fivetran)
CRM (HubSpot)
Data Enrichment (Clay)
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