Programmatic

Data Quality & MDM

Maintain Data Accuracy and Consistency Across Systems

We enforce master data management and quality controls across all sources.

Eliminate duplication, enhance accuracy and ensure data integrity for reliable insights.

  • Make decisions with confidence, backed by trusted data.
Data Lake Architecture Diagram
We don’t just deploy data MDM — We engineer intelligence into them.

Our Data Quality & MDM Capabilities

We start by analyzing your data landscape for completeness, consistency, accuracy, and timeliness.
Our experts then define a data quality strategy that aligns with your governance, analytics, and compliance goals.

We use AI-driven data profiling and automated cleansing frameworks to identify anomalies, missing values, and inconsistencies.
Using tools like Ataccama, Informatica DQ, and Talend, we continuously validate data across pipelines and systems.

Programmatic implements intelligent matching, merging, and standardization processes to ensure your datasets remain unique, structured, and consistent across platforms.
We use ML-based record linking and fuzzy matching algorithms to detect and resolve duplication at scale.

We design and deploy enterprise MDM systems that manage core business entities customers, products, suppliers, and employees in a single, governed hub.
Our experts work across leading MDM platforms like Reltio, Informatica, and Ataccama ONE.

2026 Guide to Data Services (Ensuring Data Trust & Consistency)

  • High-quality, trusted data is the lifeblood of AI.
    Our 2026 guide details the frameworks that ensure precision and integrity.

    Highlights:

    • Master Data Management (MDM) best practices
    • Data validation, enrichment, and deduplication techniques
    • Metadata lineage tracking and observability
    • Integrating MDM into AI pipelines
Data Science

Why Choose Programmatic For Data Quality & MDM Services?

Choose Programmatic LLC for data integration solutions built for flexibility, performance, and scale.
We combine strategic consulting, cloud expertise, and engineering precision to deliver systems that unify your data — so your teams work smarter, faster, and with full confidence in their insights.

At Programmatic LLC, we don’t just connect data — we connect your entire business ecosystem.

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Get in touch.

Have a data challenge, a brilliant idea, or just curious about what we can build together? We’re ready to listen and collaborate.

Frequently Asked Questions

Data quality ensures your data is accurate and consistent, while MDM creates a unified, authoritative source of key business entities across systems.

Yes we design MDM solutions that integrate seamlessly with your data architecture for real-time synchronization and analytics enablement.

Organizations typically see 30 50% improvement in operational efficiency, reduced compliance risk, and significantly faster analytics performance.

Absolutely. We design and deploy data lakehouse architectures that combine the flexibility of data lakes with the performance of warehouses.