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Improve Data Quality in the Small Enterprise

Better data quality today makes for better decisions tomorrow.

  • IT and the business do not understand the root causes behind data quality issues when developing corrective initiatives.
  • Small enterprises lack the resources that larger organizations possess to dedicate toward improving and maintaining high data quality.

Our Advice

Critical Insight

  • Maintaining data quality requires a culture that views data quality as an ongoing, iterative process and not merely a one-off project.
  • Building a data glossary is a low-cost, high-impact method of maintaining data quality in a centralized location that small enterprise IT shops can leverage. The data glossary serves as a solid stepping stone in the process of building a data-centric mindset amongst stakeholders and end users.

Impact and Result

  • Info-Tech’s tailored small enterprise research provides a clear roadmap to help IT leaders better understand the underlying issues from which poor data quality frequently arises.
  • The organization is then able to develop a set of short- and long-term initiatives to improve data quality.

Improve Data Quality in the Small Enterprise Research & Tools

Improve data quality in the small enterprise

Use Info-Tech’s approach to data quality to guide the small enterprise in improving data quality in both short- and long-term.

1. Determine business challenges

Understand the context behind data needs to pinpoint and prioritize the most important data quality issues.

2. Identify data quality issues

Perform a technical assessment and define the details around key data quality issues.

3. Create improvement strategies

Use Info-Tech’s recommendations to implement long-term data quality improvement strategies and communicate effectively to stakeholders.

Member Testimonials

After each Info-Tech experience, we ask our members to quantify the real-time savings, monetary impact, and project improvements our research helped them achieve. See our top member experiences for this blueprint and what our clients have to say.


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Inter Continental Real Estate and Development Corporation

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About Info-Tech

Info-Tech Research Group is the world’s fastest-growing information technology research and advisory company, proudly serving over 30,000 IT professionals.

We produce unbiased and highly relevant research to help CIOs and IT leaders make strategic, timely, and well-informed decisions. We partner closely with IT teams to provide everything they need, from actionable tools to analyst guidance, ensuring they deliver measurable results for their organizations.


Overall Impact

Average $ Saved

Average Days Saved

After each Info-Tech experience, we ask our members to quantify the real-time savings, monetary impact, and project improvements our research helped them achieve.

Read what our members are saying

What Is a Blueprint?

A blueprint is designed to be a roadmap, containing a methodology and the tools and templates you need to solve your IT problems.

Each blueprint can be accompanied by a Guided Implementation that provides you access to our world-class analysts to help you get through the project.

Need Extra Help?
Speak With An Analyst

Get the help you need in this 3-phase advisory process. You'll receive 8 touchpoints with our researchers, all included in your membership.

Guided Implementation 1: Scoping call to understand the organization’s data quality concerns
  • Call 1: Overview of Info-Tech’s applications practice and its services.
  • Call 2: Review the blueprint’s structure, outputs, and content.
  • Call 3: Determine the most pressing data quality issue.
  • Call 4: Establish the desired data quality standard.

Guided Implementation 2: Create short-term improvement initiatives
  • Call 1: Review interview results.
  • Call 2: Walk through the process of performing a technical assessment.
  • Call 3: Walk through the data assessment scorecard.

Guided Implementation 3: Review possible long-term improvement strategies
  • Call 1: Review long-term data quality improvement strategies.


George Goodall

Cassandra Cooper

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