Data connections & preparation
Define the initial source systems, refresh cadence and transformation rules. Validate mappings and reconcile the reporting data against agreed source records.
Establish a focused reporting foundation with agreed metrics, connected sources and dashboards designed for a named business decision.

BI in a Box · For finance, operations, sales and business leaders
Teams spend time exporting spreadsheets, reconciling figures and rebuilding the same reports. Different definitions of revenue, pipeline or performance can make decisions harder to agree.
Scope a reusable reporting foundation around a priority business function. Bring selected sources into a governed data model, agree KPI definitions and configure dashboards for the people making decisions. Refresh rules, access permissions and handover are part of the engagement.
The scope below guides the discussion. Current availability and integrations are confirmed for each engagement.
Define the initial source systems, refresh cadence and transformation rules. Validate mappings and reconcile the reporting data against agreed source records.
Document measures, ownership and calculation rules so teams understand what each KPI includes and how it is calculated.
Configure executive and operational views with agreed filters and drill-down paths. Platform selection follows the existing environment and licensing requirements.
Set access permissions, data-quality checks and refresh monitoring. Provide operating documentation and practical guidance for the team maintaining the reports.
Choose a business function, its decisions and priority KPIs.
Map and validate the agreed data sources.
Configure dashboards and reconcile the measures.
Set access, refresh ownership and operational handover.
Connect the starting point with the specialist delivery capabilities needed for your environment.
Give teams a shared view of the decisions that matter.
Explore service TechnologyBuild a dependable foundation for analytics and AI.
Explore service TechnologyMake ownership, access and oversight part of the design.
Explore serviceIt is a focused implementation starting point. The sources, KPIs, dashboard views and delivery scope are agreed for your business before work begins.
We assess your existing reporting and data environment first. Platform compatibility, connectors and licensing are confirmed during scoping.
Timing depends on source access, data quality, metric definitions and review availability. We confirm a delivery plan after assessing those dependencies.
Practical reading to help you assess the approach and prepare the right brief.
Tell us about your workflow, current systems and priorities. We’ll discuss the fit and a practical starting scope.