Executive team
Revenue, margin, cash flow, plan delivery and risks that require a decision.
I build reports that combine data from multiple systems and answer one practical question: “what should we do next?” Power BI, Tableau or Looker Studio is only the presentation layer. Shared KPI definitions, useful conclusions and a report aligned with your decision cycle matter more.
No separate spreadsheets, conflicting definitions or charts copied into presentations.
Revenue, margin, cash flow, plan delivery and risks that require a decision.
The health of the business on one screen, without waiting for month-end close.
Targets, pipeline, team performance, regions and products driving the result.
Budget, ROAS, CAC, attribution and the quality of acquired customers.
A report becomes trustworthy when revenue, customer and campaign use one definition across the organisation.
Change the audience, period and market. KPI, charts, diagnostics and conclusions update as they would in a real BI platform.
Each report answers different questions while using the same agreed definitions of revenue, customer, cost and margin.
CEO · CFO · owner
A view of business health and variances requiring an executive decision.
Sales director · team leader
A daily view of target delivery and pipeline quality, from opportunity source to close.
CMO · growth · performance
Budget efficiency connected to revenue quality, not just clicks.
Delivery covers the business layer, data, quality control and adoption by the team.
Business questions, audiences, metric owners, formulas, sources and refresh frequency.
Deliverable: agreed reporting specificationERP, CRM, e-commerce, GA4, advertising and financial plans connected in one semantic layer.
Deliverable: data model and key-field lineageRole-specific views, filters, detail levels and a clear information hierarchy.
Deliverable: production report in the selected BI platformRules that detect deviations, explain likely causes and point to the next action.
Deliverable: alert catalogue and response rhythmRLS permissions, source reconciliation, refresh monitoring and data freshness indicators.
Deliverable: QA scenarios and access matrixMetric definitions, user guide, audience training and rules for future development.
Deliverable: documentation and handover sessionSpot a variance, trend or anomaly.
Drill into a market, channel, customer or product.
Name the likely cause and quantify its impact.
Know who should respond and what to monitor.
Define the decisions, operating rhythm and KPI owners.
Map ERP, CRM, analytics, advertising and spreadsheets; align definitions and granularity.
Validate the information hierarchy and insight logic before automation and BI implementation.
Reconciliation, permissions, documentation, training and development rules.
The design includes maintenance, data ownership and the audience’s everyday workflow from day one.
Describe the audience, data sources and three questions that are difficult to answer today.