KPI framework
Agree definitions, sources, cadence, and ownership for critical measures.
Analytics organized around decisions, not chart volume
Analytics & BI turns governed data into KPIs, dashboards, and analysis that users can understand and trust.
Design your Analytics & BI workspaceAnalytics & BIOne consistent information layer for leadership and operating teams.
More reports do not automatically produce more insight
When KPI definitions differ, dashboards lack context, and every question depends on technical teams, BI becomes a bottleneck instead of a decision capability.
Decision view+18.4%
Analytics & BI scope
Semantic model
Organize reusable data through familiar business language.
Executive dashboards
Design information flows around management questions and actions.
Self-service analytics
Enable exploration within governed definitions and permissions.
From questions to dashboards
- 01
Identify decisions
Clarify users, decisions, and frequency of use.
- 02
Standardize measures
Reconcile definitions, sources, and calculation rules.
- 03
Design the experience
Structure hierarchy, drill-down, alerts, and necessary filters.
- 04
Measure adoption
Track usage, feedback, and improvement opportunities.
Analytics outcomes
- More consistent KPIs across reports and teams.
- Leadership can identify exceptions and trends requiring action.
- Users answer more questions safely without technical queues.
- Data teams spend less time producing repetitive reports.
Discuss your data challenge
Share your goals, current environment, and priority scope to prepare for a conversation with ICS.
- Hotline
- 0931 487 231
- contact@ics.vn