Data audit
Defined, designed and delivered as part of your agreed Analytics Foundation scope.
DI-02 / Data Intelligence
Analytics Foundation
A dependable base for reporting and growth.
A structured analytics layer that creates consistent definitions, trusted reporting and room to scale.
Starting scope
Everything needed to move with clarity.
The catalogue scope gives you a practical starting point. We adapt it to your business requirements, technology environment and target outcomes.
Metric framework
Defined, designed and delivered as part of your agreed Analytics Foundation scope.
Analytics model
Defined, designed and delivered as part of your agreed Analytics Foundation scope.
Reporting workspace
Defined, designed and delivered as part of your agreed Analytics Foundation scope.
Quality checks
Defined, designed and delivered as part of your agreed Analytics Foundation scope.
Documentation
Defined, designed and delivered as part of your agreed Analytics Foundation scope.
Designed around your business
A solution shaped by requirements, not assumptions.
Your operating context
We learn how your people, customers and systems work before defining the solution.
Your success measures
Scope and priorities connect to the outcomes your organisation needs to achieve.
Your future roadmap
The delivered foundation is planned for adoption, maintainability and responsible growth.
Requirement-based delivery
Your plan is confirmed after discovery.
Delivery time depends on functionality, integrations, security, content or data readiness, stakeholder reviews and launch priorities. We turn those requirements into accountable milestones before work starts.
Discuss your requirements →- 01Discovery
Goals, users, requirements and constraints.
- 02Proposal
Scope, milestones, responsibilities and investment.
- 03Delivery
Visible progress, reviews and quality validation.
- 04Launch
Deployment, handover and next-stage roadmap.
Common questions
Analytics Foundation FAQs
Clear answers for teams evaluating this solution.
What is included in the Analytics Foundation?+
The starting scope includes Data audit, Metric framework, Analytics model, Reporting workspace, Quality checks, Documentation. We confirm the final scope with you before delivery begins.
Who is the Analytics Foundation designed for?+
It is designed for organisations that need a dependable base for reporting and growth. Digital Union Malaysia adapts the solution to your users, systems, priorities and operating environment.
How long does Analytics Foundation delivery take?+
The delivery plan is based on your requirements, integrations, content and data readiness, review cycles and launch priorities. You receive confirmed milestones after discovery.
Can the Analytics Foundation integrate with existing systems?+
Yes. We assess the systems, APIs, security controls and data flows involved, then include suitable integrations in the proposed scope.
How do we get a proposal?+
Request a proposal and tell us your goals. We will confirm fit, requirements, delivery milestones and investment for your Analytics Foundation.
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Start with your requirement
Make Analytics Foundation
work for your business.
Tell us what you need. We will return with the right scope and next step.