Training Solutions
VAULT
Subsidy eligible

Data Management for AI Systems

Your data isn't AI-ready. This program fixes that.

Covering data quality, governance, preparation, and the infrastructure needed to power AI initiatives.

Duration2-3 days
InvestmentUSD $15,000 - $35,000
Best forData teams and organizations with data quality issues

THE CHALLENGE

Sound familiar?

Our data isn't ready for AI — we know it, but don't know how to fix it.

Data quality issues keep blocking every AI initiative we try.

We don't have proper data governance for AI and it's becoming a risk.

Teams are siloed and nobody owns the data preparation for AI.

Trusted by enterprises across Southeast Asia

Financial Services
Healthcare
Education
Manufacturing
Professional Services
Government

OUTCOMES

What you'll achieve

Problems you'll solve

  • Data infrastructure not ready for AI initiatives
  • Poor data quality undermining AI project success
  • Lack of data governance creating risk and compliance gaps
  • Missing data preparation skills for AI readiness

Value you'll gain

  • Readiness: Data prepared for AI
  • Quality: Improved data quality
  • Governance: Proper data management
  • Foundation: Enable AI initiatives

OUR PROCESS

How we deliver results

Step 1

Discovery

We learn about your organization, current AI maturity, and specific objectives to customize the program.

Step 2

Customization

We tailor content, examples, and exercises to your industry and use cases.

Step 3

Delivery

Interactive, hands-on sessions with real-world applications and immediate practice.

Step 4

Follow-Through

Post-program support, resources, and optional coaching to ensure lasting adoption.

What you'll receive

  • Data Readiness Assessment
  • Data Preparation Guide
  • Quality Improvement Playbook
  • Governance Framework Templates
  • Data Team Certification

Best for

Data teams and organizations with data quality issues

Recommended prerequisites

For best results, we recommend completing these programs first:

IS THIS RIGHT FOR YOU?

Finding the right fit

This is ideal for you if...

  • Organizations where data quality is blocking AI initiatives
  • Data teams preparing infrastructure for AI deployment
  • Companies with legacy data systems needing modernization for AI
  • Organizations with compliance requirements around data governance

Consider another option if...

  • Teams already using modern data platforms with strong governance
  • Organizations looking for AI model training (not data preparation)
  • Small businesses without significant data assets

See yourself in the list above?

Let's Talk

CURRICULUM

What you'll learn

1 day total

Assess and improve data quality specifically for AI use — completeness, accuracy, consistency, and timeliness requirements.

What you'll be able to do

  • Assess data quality across the 6 dimensions critical for AI readiness
  • Build data quality scorecards for your key data assets
  • Design data cleaning workflows using AI-assisted validation tools
  • Establish data quality thresholds that ensure reliable AI outputs

EXPLORE MORE

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WHAT COMES NEXT

Recommended next steps

COMMON QUESTIONS

Frequently asked

Ready to explore Data Management for AI Systems?

Let's discuss how this solution can help your organization achieve its AI ambitions.

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