Data Governance
Data

Data governance ensures data is trusted and compliant — managing quality, lineage, access and privacy across the entire data landscape.

Zero Trust Automation Observability AI-Driven

Technologies available for this scope

C
Collibra
A
Alation

What organizations face today

  • Data quality — accuracy and consistency
  • Lineage — tracking data origins and flow
  • Privacy & compliance — GDPR, residency, consent
  • Access control — governed, auditable access
  • Cataloging — making data discoverable

Future Challenges

Active metadata

Living, automated data catalogs.

AI-driven governance

Automatic classification and quality.

Data contracts

Enforced schema and quality guarantees.

Privacy by design

Compliance built into pipelines.

Federated governance

Data mesh with central policy.

A Virtuous Cycle of Services

Services define the WHAT — the desired action according to the service type. They follow a virtuous cycle aligned with your Data Governance initiatives.

Define

Knowledge Transfer
Outcome(s)
  • Deliverable
PS Example

We define a Data Governance skills development plan covering automation, security and observability.

Teach

Knowledge Transfer
Outcome(s)
  • Videos recorded session
  • Deliverable
PS Example

We deliver technical Data Governance sessions tailored to your teams' level and objectives.

Validate

Knowledge Transfer
Outcome(s)
  • Deliverable
PS Example

We validate Data Governance knowledge through practical exercises and real-world scenarios.

Evaluate

Knowledge Transfer
Outcome(s)
  • Deliverable
PS Example

We evaluate Data Governance skills and identify improvement areas for continuous progression.

Mentor

Knowledge Transfer
Outcome(s)
  • Deliverable
PS Example

We provide Data Governance technical mentoring for troubleshooting, design and optimization.

Inform

Knowledge Transfer
Outcome(s)
  • Webinar
  • Deliverable
PS Example

We keep you informed about Data Governance trends, best practices and emerging technologies.

AI & Automation

AI and automation enhance every aspect of your Data Governance scope: detection, analysis, configuration, remediation, prediction and optimization.

  • Data classification
  • Quality detection
  • Lineage analysis
  • Privacy risk scoring