According to Gartner, “Poor data quality destroys business value. Recent research shows organizations estimate the average cost of poor data quality at $10.8 million per year.”
Data Ideology delivers the strategy and solutions to enhance data quality to help organizations realize their goals.
Do these Data Quality Challenges sound familiar?
A yes to any of these means it is time to take your Data Quality Management seriously.
Meet with one of our experts to understand how to improve your Data Quality.
Start with a simple conversation with our team about your where you are and what are the best ways to get where you want to go.
Right-Sized
We focus on your highest priorities to enable tangible outcomes to happen fast.
Agile
Whether you need a start-to-finish strategy or expert input to evolve an existing strategy.
Proven
Our team brings a set of frameworks that accelerate strategic planning.
Contact us to schedule a
Data Strategy Session
We don’t do sales pitches. We’re known for a No-BS approach to focusing on your highest priorities to enable tangible outcomes to happen fast.
With a Data Strategy Session, you will meet with a technical leader to review current state and initiatives to identify quick wins that can deliver immediate value.
Star Ratings aren’t just a quality measure—they’re currency. For Medicare Advantage plans, they affect everything from CMS bonus payments to marketing effectiveness to consumer trust. A single half-star drop can result in millions in lost incentives and a weakened position during open enrollment.
Reading Time: 5 Minutes
Most banks think data governance is a checkbox. A set of policies. Maybe a SharePoint folder. It’s not. And what you don’t see—your blind spots—gets you fined. Find the blind spots, fix them, and build governance that actually governs. Before the OCC makes you do it.
Reading Time: 5 Minutes
As banks grow—especially those approaching or passing the $50 billion asset threshold—regulators sharpen their focus on vendors. Not just who they are, but what they access. How they handle your data. Whether they meet your security and compliance standards. It’s not just about what your vendors do. It’s about how well you manage them.
Reading Time: 5 Minutes
Strong cybersecurity won’t save you from governance failures. And great governance doesn’t matter if your data is garbage. These are distinct disciplines. Each critical. Each under a microscope. If you think locking down systems checks the compliance box—you’re wrong. And that misunderstanding is costing banks time, money, and credibility.
Reading Time: 5 Minutes
The Office of the Comptroller of the Currency (OCC) doesn’t deal in hypotheticals. When your assets cross the $50B line, you’re expected to meet a higher bar in everything from cybersecurity to data governance to business continuity. No room for “we’ll get to it.” No tolerance for “we’re working on it.”
Reading Time: 4 Minutes
If your data is a mess, AI will amplify the chaos. Flawed inputs lead to flawed outputs. AI isn’t a savior—it’s an accelerant. Expect misleading insights, biased decisions, and operational breakdowns if your data isn’t clean, structured, and governed.
Reading Time: 5 Minutes
What’s inside?
There are four key steps to reaching the peak of readiness for AI adoption.
Know Your Plan
Create a strategy and roadmap that ensures outcomes & scalability
Know Your Destination
Design a future state that ensures you achieve objectives
Know Your Limitations
Evaluate your current state to uncover gaps & roadblocks
Know Your Objectives
Develop the business goals and strategy to prepare you for AI success