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Poor Data Back Your Business Growth

When data goes unchecked, businesses pay the price in missed opportunities, operational friction, and higher risk.

Industry Facts Proving Why Poor Data is the Biggest Business Hurdle

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By 2026, enterprises will abandon 60% of AI projects unsupported by AI-ready data
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Poor Quality Data Costs the US $3 Trillion Per Year
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How Our Data Management and Data Governance Help You Get AI-Ready

Our data management and data governance are designed to provide frameworks, policies, and tools that ensure your enterprise's data is accurate, secure, and consistent. Our data governance sets the rules, and data quality focuses on metrics like accuracy, completeness, and timeliness.

Data Governance Services

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Framework Development

We establish policies, standards, roles, and processes for data management. Through our framework development services, we build custom software structures with pre-built tools, libraries, and best practices for speeding up application creation.

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Data Stewardship

Our data stewardship services assign responsibility for specific data domains. Our experts provide the hands-on management and oversight for an enterprise's data assets. We ensure they are high-quality, secure, accessible, and compliant with policies like GDPR, HIPAA, and SOX to bridge IT and business through governance implementation.

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Security and Compliance

With our leading data governance services, we implement controls for data access, privacy, and regulatory adherence (e.g., GDPR, HIPAA, SOX). Our security and compliance services help enterprises protect digital assets, manage risks, and meet legal standards.

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Data Lifecycle Management

Our data lifecycle management services manage data from creation to archival/deletion. We provide frameworks, policies, and tools to govern data from its creation to secure deletion. It ensures that data is managed efficiently, securely, and compliantly.

Data Quality Services

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Data Profiling and Assessment

Our team analyzes data to identify issues like inaccuracies, missing values, or duplicates. Our services involve the systematic analysis and data review to fully understand its structure, content, and quality. This complete process helps identify inconsistencies and anomalies.

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Data Cleansing and Enrichment

Our data cleansing and enrichment services clean and enhance enterprise data by removing errors and adding valuable context to create accurate, complete, and powerful datasets. It further helps businesses in better decision-making and streamlining operations.

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Monitoring and Reporting

We use tools to continuously track data quality metrics like accuracy, completeness, consistency, timeliness, validity, and uniqueness. Through monitoring and reporting, we enable stakeholders to make informed and timely decisions to ensure that their goals are met.

Master Data Management (MDM)

With our master data management services, we provide technology, processes, and strategies to create a single, trusted, and consistent view (golden record) of your enterprise's critical data. It involves defining, collecting, standardizing, governing, integrating, and continuously maintaining master data.

🠚 Consult Our Data Quality and Governance Experts

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What's Next

Engineer data-first solutions with speed and precision.

Deliver measurable value through data transformation.

Build trusted data platforms that scale with your business.

How Your Enterprise Can Benefit from Our Data Governance Consulting Services

Our data governance and quality experts offer expertise, custom strategies, and best practices to implement the frameworks effectively.

check-iconGet Expert Insights on Your AI-Ready Data
check-iconAchieve Achieve Business Goals with Tailored Strategies
check-iconBoost Data Quality and Reliability
check-iconEnsure Data Compliance and Risk Management
check-iconGet Ongoing Support and Training
check-iconFoster a Data-Driven Culture

Core Technologies We Use

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Our Approach to Data Governance and Quality

We follow a governance-by-design approach that builds trust, control, and
measurable data quality without slowing delivery.

01

Discover and Prioritize

We assess current governance maturity, identify gaps/risks, and prioritize the critical data domains that matter most to the business.

02

Blueprint the Operating Model

Our team then defines the governance framework (policies, standards, roles, and RACI), plus an implementation roadmap and enforcement model aligned to your org structure.

03

Build the Metadata & Lineage Foundation

We then establish a catalog, glossary, classification, and lineage; standardize and align metadata so teams can find, understand, and trust data.

04

Automate Quality, Controls, and Compliance

Implement profiling, DQ metrics and rules, automated monitoring/alerts, and access/PII controls to improve accuracy and reduce risk continuously.

05

Operationalize and Continuously Improve

Validate controls and auditability, set up issue workflows, and embed governance into data/CI-CD and MLOps so it scales across domains and clouds.

Why TxMinds is a Trusted
Data Governance and Quality Partner

TxMinds is a leading service provider in data governance and quality. We bring governance, quality, MDM, privacy, compliance, and responsible AI into one execution-ready framework so that your data becomes trusted, secure, and usable for analytics and AI.

Governance that Actually Works

Governance that Actually Works

We design a practical governance framework with clear policies, standards, and decision rights, backed by councils, owners, and stewards (RACI), so accountability is explicit and governance sticks.

Catalog and Lineage to Make Data Understandable

Catalog and Lineage to Make Data Understandable

TxMinds implements discovery, glossary, and certifications and connects them to end-to-end lineage and impact analysis so teams can trust what data means, where it comes from, and what changes will break.

Lineage-Aware Data Quality to Fix Root Cause

Lineage-Aware Data Quality to Fix Root Cause

We operationalize data quality with DQ rules, automated monitoring, and alerts, and tie issues to lineage context, so remediation is faster and targeted.

Privacy & Security Embedded by Design

Privacy & Security Embedded by Design

We align governance with RBAC and access approvals, plus safeguards like PII masking, tokenization, and encryption, and secrets/key management to keep data protected without slowing teams down.

Responsible AI Governance for Real-World Adoption

Responsible AI Governance for Real-World Adoption

TxMinds helps you govern AI with AI policies, risk assessments and approvals, a model registry and documentation, and human oversight with audit trails to launch AI initiatives confidently and stay in control.

Compliance-Ready Controls and Repeatable Workflows

Compliance-Ready Controls and Repeatable Workflows

We enable auditability with evidence support for GDPR, HIPAA, SOX, access reviews and attestations, and retention/deletion and data residency controls paired with operational workflows.

Don't Rely on Guesswork. Build Data Strategies that Bring the Best Value to Your Business

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FAQs

What is Data Quality and Governance, and why is it important for my business?

Data Quality (DQ) ensures that data is accurate, complete, consistent, and reliable. Data Governance (DG) is the overall framework of policies, roles, and processes. Data governance and quality services help your enterprise as trustworthy and well-governed data leads to improved decision-making, reduces risks, and ensures compliance.

Which industries can benefit from TxMinds Data Quality and Governance services?

Our data governance services and solutions are valuable for any organization managing multiple data sources, regulated data, or enterprise-scale analytics/AI:

  • BFSI & Insurance (risk, privacy, audit readiness)
  • Healthcare & Life Sciences (PHI governance, compliance, data integrity)
  • Retail & eCommerce (customer/product master data, personalization)
  • Manufacturing & Supply Chain (inventory, quality, IoT data consistency)
  • Telecom (high-volume data, lineage, security)
  • SaaS/Technology (data products, AI readiness, fast scaling)

Our services also cater to mid-market to large enterprises for fast growth, multiple systems, and governance gaps.

Which data governance and quality tools do you support or implement?

As a leading provider in data governance services, we use the latest tech stack that includes:

  • Data Governance - Informatica, Alation, Collibra, Apache Atlas, erwin Data Intelligence, Atlan, Talend
  • Data Quality - Informatica, Ataccama, Talend, Great Expectations
  • MDM - Informatica, IBM Infosphere, Profisee
What are the key business benefits of TxMinds data governance and quality solutions?

TxMinds’ data governance and data quality solutions deliver these key business benefits:

  • Trusted data for AI/analytics
  • Faster, better decisions (governed KPIs)
  • Lower compliance & audit risk
  • Reduced cost of poor data
  • Faster delivery via clear ownership/standards
  • Stronger security & privacy controls
  • Higher efficiency through automated monitoring
How does TxMinds approach data governance implementation?

TxMinds delivers data governance and quality services by assessing your data landscape, defining clear policies and ownership (RACI), and setting up metadata foundations like catalog, glossary, and lineage. We then automate data quality monitoring and embed security/compliance controls to make your data trusted and AI-ready.
At TxMinds, we follow a rigorous process to ensure that our data governance services deliver the best results. Our process includes:

  • Assessing your data landscape
  • Defining clear policies and ownership (RACI)
  • Setting up metadata foundations
  • Automating data quality monitoring
  • Embedding security/compliance controls