About DMC
Revolutionizing data quality management with AI-powered solutions that ensure accuracy, completeness, and reliability across your entire data ecosystem.
Our Story
DMC was founded on a simple yet critical insight: if Artificial Intelligence is to truly transform business, it must be built on reliable, trustworthy data. Our CEO— an ex-Capital One Managing Data Scientist— witnessed firsthand how data quality issues could derail even the most promising AI and analytics initiatives. After successfully addressing internal data governance challenges at Capital One, he co-founded a product studio that launched nine VC-backed tech products, including two exits. This unique blend of deep data expertise and execution excellence fueled the vision behind DMC.
Today, we're more than just another data startup; we're a team on a mission to empower Chief Data Officers and Data Governance Leaders to create trusted data foundations for enterprise-scale AI. With an advisory board that includes the CTO of Kyndryl USA (IBM's $19B infrastructure spin-off), the SVP of Data Governance at KeyBank, and a tight group of Data Governance Leaders at Capital One, our domain insight is unparalleled. We understand the nuances of compliance, scalability, and operational rigor that are mandatory in modern data ecosystems.
Our Core Values
Innovation
We continuously explore new technologies and methodologies to push the boundaries of what's possible in data quality management.
Excellence
We are committed to delivering the highest quality solutions that exceed our customers' expectations and set industry standards.
Collaboration
We believe in the power of teamwork and foster a collaborative environment with our clients and within our organization.
Integrity
We conduct our business with transparency, honesty, and a strong commitment to ethical practices.
Our Leadership Team

Vamsi Kunaparaju
CEO & Co-founder
Vamsi leads our company's vision and strategy, bringing extensive expertise in data management, AI, and entrepreneurship. His leadership drives innovation in our data quality solutions.
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Chaitanya Varma
Founding Engineer (Backend/ML/AI)
Chaitanya spearheads our technical development, implementing cutting-edge ML and AI solutions for data quality management with a focus on backend architecture and scalability.
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Join the growing number of organizations that trust DMC to help them unlock the full potential of their data.