Services

Data Normalization & Field Standardization Services

Make your CRM fields consistent, accurate, and GTM-ready.

If every rep, SDR, or system fills in data differently, your CRM quickly turns into chaos: “VP of Sales” in one record, “Vice President – Sales” in another, and “V.P Sales” in a third. That inconsistency breaks reports, kills automation, and makes routing rules unreliable.

At DataBees, we tidy the mess and establish consistent naming conventions and field structures. Allowing you to use your CRM data effectively.

Why Standardization Matters

When your data isn’t standardized and normalized, every process that relies on it suffers:

Our Data Normalization & Field Standardization Service

Field Normalization

Standardize job titles, industries, regions, revenue ranges, headcount bands, and more.

Work with your Sales Ops team to build standardized drop-downs and categories that align with your ideal customer profile and GTM motions.

Normalize parent/child account relationships and standardize naming conventions across subsidiaries, locations, and business units.

Create rules to automatically normalize data as it enters your CRM — preventing future inconsistencies.

Convert legacy field values into your new standardized schema, so historical data stays accurate.

Our Process

How it works

We customize every project workflow to your requirements, but here is an example of how this process could work for you.

Step 1

Scope, Audit & Propsosal

We audit your CRM to uncover inconsistencies and identify high-impact fields (e.g. titles, industries, territories). This allows us to scope the project.

Step 2
Schema & Rules Creation

We work with your Sales Ops team to define naming conventions, picklists, and normalization rules tailored to your GTM motion.

Step 3
Standardization & Cleanup

We normalize existing data, resolve inconsistencies, and transform legacy values to align with your new rules and standards.

Step 4
Validation & Testing

We complete data quality assurance. We verify that reports, routing, and automations work as expected with your normalized data.

Step 5
Ongoing Maintenance

We established periodic reviews and automated processes to maintain standardized CRM fields going forward.

Adaptable to your technology stack

We integrate directly with your processes, automations and tech stack.

The Data We Standardize

Ready to get started?

Book a call in with our team to discuss your CRM cleansing project.