Incubity by Ambilio
Data Engineering

Data Governance & Quality Leadership

Build and lead a data governance program that ensures data quality, compliance, and trust across your enterprise.

4–6 weeks
Data Leaders, CDOs
Workshop + Framework

Program Overview

Govern Data as a Strategic Enterprise Asset

Poor data quality costs enterprises an estimated $12.9 million annually (Gartner 2024). This leadership-focused program equips data leaders and CDOs with the frameworks, processes, and organizational strategies to build effective data governance programs. Updated for 2025 with coverage of AI governance integration, GDPR/CCPA enforcement trends, data mesh governance, and AI-ready data quality standards.

Framework-Driven Approach

Build on proven frameworks (DAMA, EDM Council) customized for your organization's context.

Quality at Scale

Implement automated data quality monitoring and profiling across enterprise data assets.

Compliance Ready

Navigate GDPR, CCPA, and emerging AI-specific regulations with practical compliance strategies.

Curriculum

Program Curriculum

Structured learning path designed for measurable outcomes

DAMA-DMBOK framework overview
Governance operating models
Roles: Data stewards, owners, and custodians
Governance maturity assessment
Building the business case for governance

Skills You'll Build

Data governance strategyData quality managementCompliance and privacyStakeholder managementProgram managementMetadata managementAI governance

Tools & Technologies

CollibraAlationApache AtlasGreat ExpectationsMonte CarloAtlanInformaticaOneTrust

Who Should Attend

Designed for professionals ready to lead and execute real change

Chief Data Officers (CDOs)

Data leaders responsible for enterprise data strategy, governance, and organizational data culture.

Data Governance Managers

Professionals building or scaling data governance programs within their organizations.

Compliance & Risk Leaders

Leaders needing to integrate data governance with compliance, privacy, and risk management.

What You'll Walk Away With

Tangible deliverables and capabilities for your organization

Governance Framework

A tailored data governance framework with policies, roles, and processes for your organization.

Implementation Roadmap

Phased governance implementation roadmap with milestones and success metrics.

Data Quality Playbook

Automated data quality monitoring setup with rules, alerts, and remediation workflows.

Governance Certification

Certification validating data governance and quality leadership capabilities.

Lead Enterprise Data Governance

Build a governance program that ensures data quality, compliance, and trust at scale.