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Data & Analytics

Executive dashboards

Dashboards designed for the people who make the decisions

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The Engagement

Executive dashboards

Three situations indicate that the current executive reporting approach is not serving the people it is meant to serve.

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Methodology

Our Approach

A four-phase advisory rhythm, assess, design, advise, support, repeated across every engagement.

  1. Decision inventory

    The advisory begins with the executives who will use the dashboard, not with the data team. Each executive identifies the ten to twenty recurring decisions they face and the information each decision requires. The output is a decision inventory: a structured list that maps decisions to data requirements, refresh cadence, and escalation thresholds. This inventory governs everything that follows.

  2. KPI selection and definition

    From the decision inventory, the advisory team identifies the KPIs that each dashboard must display. Each KPI is defined precisely: formula, data source, owner, refresh frequency, target range, and the condition that triggers an exception or alert. KPIs that do not map to a decision in the inventory are excluded. This discipline is what keeps the dashboard actionable instead of decorative.

  3. Visualization and integration design

    Layout, chart types, drill-down paths, and mobile behavior are designed for the executive audience. Data source integration is specified: which systems feed which KPIs, through what pipeline, and on what schedule. The design accounts for the platform (Power BI, Tableau, or other) and for the constraints of the client's data architecture. Wireframes are reviewed with the executives themselves before any build begins.

  4. Acceptance and governance handoff

    The completed dashboard is validated against the decision inventory. Executives confirm that the view matches their requirements. A governance document is delivered: who owns each KPI, how data quality is monitored, what the process is when a KPI definition must change, and who approves the change. The organization retains full control of the dashboard lifecycle.

Strategic Outcomes

What success looks like

A decision inventory that maps each executive's recurring decisions to the data, KPIs, and refresh cadence the dashboard must deliver.
Defined KPIs with formula, data source, owner, frequency, and alert thresholds documented. No metric appears on the dashboard without a written definition.
Dashboard wireframes reviewed and accepted by the executives who will open them, designed for the platform in use (Power BI, Tableau, or other).
Data integration specifications that tell the internal team or systems integrator exactly which sources feed which KPIs, through which pipeline, on which schedule.
A governance document that assigns KPI ownership, data quality responsibility, and change-control procedures so the dashboard does not drift after launch.
A decision inventory that maps each executive's recurring decisions to the data, KPIs, and refresh cadence the dashboard must deliver.
Defined KPIs with formula, data source, owner, frequency, and alert thresholds documented. No metric appears on the dashboard without a written definition.
Dashboard wireframes reviewed and accepted by the executives who will open them, designed for the platform in use (Power BI, Tableau, or other).
Data integration specifications that tell the internal team or systems integrator exactly which sources feed which KPIs, through which pipeline, on which schedule.
A governance document that assigns KPI ownership, data quality responsibility, and change-control procedures so the dashboard does not drift after launch.
Who This Is For

Built for these teams

CEOs who want a single view of organizational performance they can check weekly without asking someone to prepare it.
CFOs who need financial, margin, cash-flow, and cost KPIs on a dashboard they trust, refreshed at a cadence that matches their decision cycle.
COOs managing multi-site or multi-line operations where performance comparisons across units must be consistent and current.
Board members and audit committees who require a governed, auditable reporting interface for quarterly and annual reviews.
CIOs and data teams tasked with building executive dashboards and needing advisory on what the executives actually require before the build starts.
Government entity directors building performance dashboards aligned with federal or emirate-level strategy reporting obligations.
CEOs who want a single view of organizational performance they can check weekly without asking someone to prepare it.
CFOs who need financial, margin, cash-flow, and cost KPIs on a dashboard they trust, refreshed at a cadence that matches their decision cycle.
COOs managing multi-site or multi-line operations where performance comparisons across units must be consistent and current.
Board members and audit committees who require a governed, auditable reporting interface for quarterly and annual reviews.
CIOs and data teams tasked with building executive dashboards and needing advisory on what the executives actually require before the build starts.
Government entity directors building performance dashboards aligned with federal or emirate-level strategy reporting obligations.
Common questions

Frequently asked

Procurement-grade answers to the questions counsel and CIOs ask most.

  • An executive dashboard is a single-screen, role-tailored view of the metrics a senior leader uses to run their portfolio, refreshed automatically against governed data. A report is a periodic document; a dashboard is a live operating tool. For UAE boards and CEOs the dashboard becomes the briefing artifact for monthly business review, replacing static decks that were three weeks out of date when they were presented.

  • Six to twelve KPIs, tied directly to the organization's strategic objectives, with each metric framed against a target and a trend. The selection is the hard part: most dashboards fail because they include everything the data team could measure rather than what the executive needs to decide. Bahgat Expert designs the metric set with the executive themselves, then governs it so the metrics survive personnel and strategy changes.

  • By role. Operational dashboards (operations, customer service, supply chain) refresh near-real-time. Financial dashboards refresh daily after overnight close. Board dashboards refresh monthly aligned with the official close cycle. Refreshing more often than the decision rhythm just adds noise; refreshing less often makes the dashboard a worse version of the existing monthly pack. Bahgat Expert calibrates refresh to the actual decision cadence.

  • Each executive sees the metrics they own plus the upstream and downstream metrics that influence them. The CEO sees the strategic scorecard; the CFO sees financial performance with drill-through to operational drivers; the COO sees throughput and capacity; the CRO sees risk concentrations. Tailoring is structural, not cosmetic: the underlying metric model is shared, the views are role-specific.

  • Microsoft Power BI for organizations in the Microsoft 365 ecosystem, Tableau for organizations that prioritize visualization flexibility, and Looker for those built on modern cloud warehouses. The choice follows the existing stack, not vendor preference. The deliverable is the dashboard itself plus the underlying semantic model, documented and owned by the client so future changes do not require re-engaging Bahgat Expert.

Data Engagement

Discuss executive dashboards

Discuss governance, dashboards, and analytics frameworks built for the boardroom rather than the data team.

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