The Power of Data Standardization in Marketing with Anne Murlowski

Evan J. Cholfin
Jul 2
2 min read

Marketing Success Starts With Better Data

By Evan J. Cholfin

AI is transforming financial services—from document automation to smarter workflows.

Data drives modern marketing—but without consistency and structure, even the most valuable information can become difficult to use.

In this episode of AI Speed, Evan J. Cholfin speaks with Anne Murlowski, VP of Marketing at Clarivine, about why data standardization is becoming one of the most important factors in helping marketing teams improve performance, understand ROI, and make smarter decisions.

Why Data Matters

Marketing teams today are collecting more data than ever before across campaigns, platforms, and channels. But as organizations scale, inconsistent data structures can create challenges that make it difficult to understand what is actually driving results.

Without a clear system in place, teams often struggle to measure effectiveness, identify opportunities for optimization, and gain meaningful insights from their data.

Creating Consistency Across Teams

One of the key topics discussed in the episode is the importance of data governance and creating a shared language across organizations.

When teams, agencies, and platforms all operate with different naming systems and processes, confusion can slow decision-making and reduce efficiency. Standardization creates alignment and gives organizations a clearer picture of campaign performance.

AI Depends on Strong Data Foundations

As AI becomes more integrated into marketing strategies, clean and organized data is becoming increasingly important.

AI tools are only as effective as the information they receive. Organizations that prioritize data quality and consistency today will be better positioned to take advantage of personalization, automation, and future AI-driven opportunities.