Source inventory and quality review
Identify field and metric sources and review missing data, duplication, timing and coverage before designing decision comparisons.
DATA & ANALYTICS
Business Intelligence and KPI Dashboard Implementation
Business intelligence for Saudi and GCC companies: source review, KPI definitions, connections and reviewable dashboards. Discuss your data and decisions.
Discuss your needsSolvarex builds business-intelligence projects around a decision and its supporting sources. Scope includes quality review, definitions, modeling, connections, dashboards and training, documenting missing data and comparison limits.
For reporting across Saudi and GCC operations, align currencies, periods and revenue/opportunity definitions before comparison. BI connects agreed sources and documents transformations; it differs from an existing CRM dashboard.
Service deliverables
Metric definitions and data model
Document KPI calculation, periods, currencies and exceptions, then define record relationships and the source of truth.
Source connections and transformations
Review connectors, access and licensing, then build agreed transformations with refresh-error visibility.
Reviewable decision dashboards
Design around management questions and reconcile totals to approved reports, exposing rather than hiding data limitations.
Training, documentation and refresh
Document definitions, refresh cadence and ownership, and explain how to interpret differences without unsupported causal claims.
How we work
Review requirements
Define decisions, metrics, data owners and refresh frequency. Prepare source samples and read access, then reconcile totals with approved reports before dashboard sign-off.
Approve design and scope
Identify field and metric sources and review missing data, duplication, timing and coverage before designing decision comparisons.
Configure and test a sample
Design around management questions and reconcile totals to approved reports, exposing rather than hiding data limitations.
Train, hand over and review
Document definitions, refresh cadence and ownership, and explain how to interpret differences without unsupported causal claims.
The final delivery timeline is defined after reviewing project scope and requirements.
Who is this service for?
- Leadership comparing multiple systems
- Teams needing consistent metrics
- Businesses reconciling conflicting reports
Inputs before execution
Define decisions, metrics, data owners and refresh frequency. Prepare source samples and read access, then reconcile totals with approved reports before dashboard sign-off.
Clear cost and scope
Sources, modeling, transformations, permissions and refresh needs shape the project. Connectors and licenses may add fees; unavailable data is not presented and changes are not attributed without evidence.
Choosing the right fit for Saudi and GCC operations
For reporting across Saudi and GCC operations, align currencies, periods and revenue/opportunity definitions before comparison. BI connects agreed sources and documents transformations; it differs from an existing CRM dashboard.
Prepare these inputs for the discussion
Define decisions, metrics, data owners and refresh frequency. Prepare source samples and read access, then reconcile totals with approved reports before dashboard sign-off.
Related scopes to help your decision
Questions before selecting this service
Start with needs, systems and available data, then agree deliverables and execution responsibilities.
Book a free consultationHow does this differ from Solvarex platform dashboards?
Platform dashboards use available account data. A BI project reviews multiple sources, modeling, definitions, connectors and custom dashboards as a separate scope.
Will every source update in real time?
Real-time refresh is not assumed. Cadence depends on sources, connectors and cost; show last refresh and transfer issues where supported.
How can we trust the reported metrics?
Document definitions and calculations and reconcile samples and totals with an approved source. Expose missing-data limitations rather than present incomplete metrics as complete facts.
What should we prepare before the meeting?
Define decisions, metrics, data owners and refresh frequency. Prepare source samples and read access, then reconcile totals with approved reports before dashboard sign-off.
How is service cost determined?
Sources, modeling, transformations, permissions and refresh needs shape the project. Connectors and licenses may add fees; unavailable data is not presented and changes are not attributed without evidence.
Scope and delivery boundaries
This is a team-delivered service. Deliverables, timing, integrations and your team’s responsibilities are agreed in the proposal before work starts. Software subscriptions, external costs and ongoing support are scoped separately; specific commercial outcomes are not guaranteed.
YOUR NEXT PRACTICAL STEP