Why Data Governance and Quality Matter
As organizations increasingly rely on data to drive decisions, automate processes, and feed AI models, ensuring data accuracy, consistency, and compliance has become critical. Both data governance and quality are essential, as without proper governance, even the most advanced analytics and AI efforts can fail due to unreliable or misused data.
It defines the policies, roles, responsibilities, and processes to manage data assets throughout their lifecycle.
Data Quality ensures the accuracy, completeness, consistency, and reliability of your data turning raw information into trusted insights.
Data governance and qulatiy together, they build a strong data foundation to support business intelligence, regulatory compliance, customer satisfaction, and operational excellence.
KASH Tech’s Approach to Data Governance and Quality
At KASH Tech, we bring together technology, policy, and people to establish a scalable and sustainable data governance and quality framework. Our solutions are business-driven, tool-agnostic, and customized to your maturity level and industry needs.
Our Proven Framework
1. Current State Assessment
We begin by evaluating your existing governance practices, policies, data landscape, and pain points.
What we assess:
- Data ownership and stewardship models
- Data quality issues and inconsistencies
- Regulatory and compliance obligations (GDPR, HIPAA, SOX)
- Gaps in policies, standards, and tools
2. Governance Framework Design
We define a governance operating model tailored to your organization aligning IT and business stakeholders with clear responsibilities and policies.
Key components include:
- Data governance council and operating model
- Data domains and ownership structures
- Roles: data owners, stewards, custodians.
- Policies for access, usage, privacy, and retention.
- Stewardship workflows and escalation procedures.
3. Data Quality Strategy
We build a quality framework that identifies critical data elements (CDEs), defines rules, and sets metrics for ongoing measurement and improvement.
What we define:
- Data quality dimensions (accuracy, completeness, timeliness, etc.)
- Business rules and validations
- Exception handling workflows
- Data quality KPIs and dashboards
4. Metadata Management & Lineage
We implement metadata and lineage tracking to help teams understand data origins, transformations, and dependencies.
Services include:
- Data catalog setup and enrichment
- Business glossary creation
- Automated lineage tracking
- Impact analysis for change management
5. Tool Enablement & Implementation
We help select, configure, and deploy data governance and quality tools that integrate with your data architecture.
Platforms we work with:
- Collibra, Alation, Informatica Axon
- Microsoft Purview, Talend Data Stewardship
- Atlan, Apache Atlas, and more
We can also build lightweight custom governance layers where full platforms are not yet justified.
6. Adoption, Training & Change Management
Governance is only successful if it’s embraced. We drive organization-wide adoption through stakeholder engagement, communication, and training.
Deliverables include:
- Governance playbooks and SOPs
- Training for stewards and analysts
- Communication plans and internal branding
- Governance health check and improvement roadmap
Why KASH Tech for Data Governance and Quality?
- Practical & Scalable: We start where you are and build governance that grows with you without overcomplicating.
- Business-First Approach: We align policies with business use cases, not just technical structures.
- Cross-Platform Expertise: Whether cloud-native or on-prem, we can implement governance across all data environments.
- Industry Knowledge: We understand the nuances of regulated industries insurance, healthcare, education, manufacturing, and more.
- Accelerated Implementation: With reusable frameworks and offshore/onsite delivery, we enable fast, cost-effective rollouts.
Build a Trusted Data Foundation with KASH Tech
Ready to move from reactive fixes to proactive data management? Let’s help you establish a governance and quality strategy that scales with your business.