Data Governance
Sankya Solutions helps organizations establish lightweight, enforceable, and measurable data governance frameworks that teams actually follow. We balance structure with speed—creating clear ownership, standards, and controls that protect data quality while still enabling trusted, self-service analytics across the organization.
Our approach is designed to reduce ambiguity, eliminate inconsistent KPI interpretations, and improve confidence in data among leadership and operational teams. By embedding governance into day-to-day workflows, we help organizations move from ad hoc data usage to consistent, reliable decision-making—without slowing teams down.
What We Do
Data Governance provides the framework of policies, processes, roles, and standards that ensure data is accurate, secure, discoverable, and responsibly used across the organization.
We design governance models that are practical and adoption-focused, aligning business and technical stakeholders around shared definitions, accountability, and controls. The result is a governance foundation that supports analytics, AI, and operational use cases at scale.
Our Expertise Covers
Governance Operating Model (Roles, Stewardship, RACI)
We define clear governance structures, responsibilities, and decision rights to ensure accountability without bureaucracy.
Data Ownership & Accountability
We establish ownership models that clarify who is responsible for data quality, definitions, and lifecycle management.
KPI Definitions & Change Control
We standardize metric definitions and implement controlled change processes to eliminate conflicting interpretations.
Metadata Management (Glossary, Catalog, Lineage)
We enable discoverability and trust through business glossaries, data catalogs, and lineage visibility.
Data Quality Standards & Controls
We define quality expectations and implement controls to monitor and enforce data reliability.
Access Management (RBAC, Row/Column Security)
We implement role-based and fine-grained access controls to ensure the right users access the right data.
Auditability & Compliance Readiness
We enable traceability, documentation, and controls to support audits and regulatory assessments.
Governance Enablement (Playbooks, Training, Adoption)
We provide playbooks, training, and change enablement to ensure governance is understood, adopted, and sustained.
Privacy, Classification & Sensitive Data Handling
We design data classification and privacy controls to protect sensitive information and meet regulatory needs.