Do I need a data team?
Assign owners for data preparation, definitions and access, even when business users can build reports. Confirm included tools and training.
Can I use Power BI?
Assess the required interface, data model, refresh schedule, access rules and any third-party licences before confirming the integration.
Do I need a data team to use Analytics?
Confirm which dashboards and report-building tools are included and who maintains their definitions. Data preparation, access controls and reconciliation still need named owners.
Does it include AI alerts?
Discuss threshold alerts separately from model-based anomaly detection. AI use cases require suitable data, validation and agreed review responsibilities; inclusion depends on the scoped solution.
Can I connect external data sources?
Assess the required spreadsheet, database or API interfaces, ownership and update timing. Confirm permissions, data mapping and failed-import handling before relying on combined reporting.
Can reports be scheduled and shared?
Define required formats, recipients and schedule rules. Validate access permissions and retention, especially for employee, financial and customer information.
How much does DO ALL cost?
Pricing is based on the agreed applications, users, delivery work and service requirements. Request a quotation that separates recurring fees, implementation, integrations and third-party costs.
How long does implementation take?
The schedule depends on process scope, data readiness, integrations and the availability of your reviewers. Agree milestones, dependencies and acceptance criteria after discovery rather than assuming a standard duration.
Is my data secure and where is it hosted?
Discuss access controls, encryption, hosting location, recovery and assurance evidence for the intended deployment. Confirm the agreed arrangements in the proposal and applicable security or data-processing terms.
Does DO ALL support Arabic and multiple currencies?
Discuss the languages, right-to-left workflows, currencies, entities and tax jurisdictions you need. Validate the relevant screens, documents and calculations during your demonstration and acceptance testing.
What support do I get after go-live?
Support channels, coverage hours, escalation routes and response targets depend on the agreed plan. Confirm onboarding, training, maintenance and ongoing support responsibilities before rollout.
How do we choose the first dashboard?
Start with a recurring decision and a small set of measures. Include the user who makes the decision and the owner of the underlying data.
What if two departments calculate a KPI differently?
Document both definitions and agree a reporting standard or clearly labelled alternatives. Do not combine conflicting calculations under one metric name.
How should dashboard accuracy be tested?
Reconcile sample totals to source transactions, test date and entity filters and include edge cases such as returns, cancellations and late postings.
Are AI reporting results automatically reliable?
No. Review calculations, source records, time periods and permissions. Generated explanations can be incomplete or wrong, and forecasts are estimates. Test the selected use case and keep approval with the responsible business owner.