Balanced Scorecard Business Intelligence Performance Training Course

Course overview

Business intelligence teams often produce capable dashboards that do not answer the questions executives use to steer the business. Measures are selected because data is available, reporting is organised by system or department, and operational KPIs become disconnected from strategic priorities. This creates conflicting targets, delayed corrective action, and performance reviews dominated by data interpretation rather than decisions. The Balanced Scorecard provides a disciplined way to connect BI reporting with strategy, value drivers, accountable owners, and measurable outcomes across financial, customer, internal-process, and learning-and-growth perspectives.

This five-day course shows participants how to design, implement, and govern a Balanced Scorecard-supported business intelligence performance system. Participants translate strategic objectives into cause-and-effect strategy maps, define outcome and driver measures, write KPI specifications, set targets and thresholds, and build scorecard-ready data models. They learn to distinguish leading from lagging indicators, establish measure ownership, validate data quality, design drill-through reporting, and use Power BI to present performance status, trends, exceptions, and strategic initiatives. The course also addresses governance routines, performance-review agendas, and the practical controls needed to prevent metric gaming and inconsistent KPI definitions.

Teaching combines instructor-led explanation with a sustained business case, KPI design clinics, scorecard critique sessions, and guided Power BI exercises. Participants work from a realistic organisational strategy and progressively build a four-perspective scorecard, strategy map, KPI dictionary, target-setting approach, and prototype executive dashboard. They leave with a reusable Balanced Scorecard implementation pack and an action plan for applying it to their own BI environment, whether they work in a corporate performance office, data team, transformation programme, or operational function.

The course is best suited to professionals who already work with reporting, KPIs, data analysis, or strategic planning and need to make performance information more decision-ready and strategically coherent.

Course objectives

By the end of this course, participants will be able to:

• Construct a four-perspective Balanced Scorecard linked to stated strategic objectives
• Create a cause-and-effect strategy map showing strategic themes, value drivers, and dependencies
• Define leading and lagging KPIs using measurable formulas, owners, sources, frequencies, and thresholds
• Produce a controlled KPI dictionary with business definitions, calculation rules, and data-quality checks
• Set performance targets and RAG thresholds using baselines, benchmarks, tolerances, and forecast assumptions
• Model scorecard measures in Power BI using star-schema principles and DAX calculations
• Design executive scorecard dashboards with drill-through, exception views, trend analysis, and initiative tracking
• Establish a performance-management governance cadence with review packs, escalation rules, and accountable measure owners

Benefits of attending

Target competencies

Who should attend

• Business Intelligence Managers — who must align dashboards, reporting backlogs, and data products with enterprise strategy
• Performance Management Managers — who need a governed scorecard that supports disciplined executive review meetings
• Data and Analytics Leaders — who must convert strategic questions into trusted measures and reusable semantic models
• Strategy and Transformation Managers — who translate strategic plans into measurable objectives, initiatives, and targets
• Senior Data Analysts — who design KPI calculations and executive reporting for operational and strategic stakeholders
• PMO and Portfolio Managers — who need to connect programme benefits, milestone performance, and strategic objectives

Requirements and prerequisites

Participants should have practical experience working with KPIs, management reports, dashboards, operational data, or business planning. They should understand basic concepts such as measures, dimensions, targets, variance, data sources, and stakeholder requirements. Familiarity with Excel formulas and basic Power BI report use is helpful; participants who will build the dashboard exercises should be comfortable importing data, creating visuals, and navigating Power BI Desktop. Prior Balanced Scorecard experience is not required, and neither advanced statistics, programming, nor prior DAX development is assumed. The course teaches the scorecard method and introduces the DAX measures needed for the exercises.

Training methodology

The programme uses a single business case to connect each day’s work, from strategic objectives through to an executive scorecard dashboard and review process. Short instructor-led modules introduce Kaplan and Norton Balanced Scorecard concepts, KPI design rules, data-model decisions, and governance practices. Participants then work in pairs and small groups to critique existing measures, map strategic cause-and-effect links, write KPI specifications, and develop Power BI visuals from supplied data. Daily feedback sessions test whether each measure supports a decision. The final workshop converts the completed scorecard into a practical implementation roadmap for participants’ own organisations.

Course outline

Day 1: From strategy to performance architecture

• Balanced Scorecard origins and the four-perspective framework
• Strategic themes, mission statements, and value-creation logic
• Outcome measures versus performance-driver measures
• Cause-and-effect hypotheses in strategy execution
• Strategy-map notation and objective-writing rules
• Stakeholder analysis for scorecard sponsorship and ownership
• Diagnosing dashboard-to-strategy misalignment

Workshop: Participants analyse a business strategy case and produce a first-draft four-perspective strategy map with linked objectives.

Day 2: KPI design, targets, and measure governance

• KPI selection criteria and strategic relevance tests
• Leading indicators, lagging indicators, and proxy-measure risks
• KPI specification templates and calculation-rule design
• Data lineage, source-system identification, and refresh frequency
• Baseline analysis, benchmarking, and target-setting methods
• RAG thresholds, tolerances, and exception-management rules
• Metric ownership, data stewardship, and anti-gaming controls

Workshop: Participants create a KPI dictionary for selected objectives, including formulas, sources, owners, targets, thresholds, and data-quality rules.

Day 3: Scorecard data modelling and Power BI measures

• Scorecard data requirements and subject-area mapping
• Star-schema design for KPI fact tables and conformed dimensions
• Power BI Desktop data loading and relationship configuration
• DAX measures for actuals, targets, variance, and attainment
• Date tables, reporting periods, and cumulative performance logic
• Data-quality profiling and reconciliation to source reports
• Row-level security considerations for departmental scorecards

Workshop: Participants build a Power BI scorecard data model and create tested DAX measures for actual, target, variance, and RAG status.

Day 4: Executive dashboards and performance conversations

• Executive scorecard page layouts and information hierarchy
• Power BI KPI, card, matrix, and decomposition-tree visual selection
• Drill-through pathways from strategic objective to operational detail
• Trend, forecast, and variance visualisation techniques
• Initiative tracking and benefits-realisation reporting
• Narrative commentary, decision prompts, and action registers
• Performance-review meeting design and escalation protocols

Workshop: Participants develop an executive scorecard dashboard page and a supporting review pack that identifies exceptions, drivers, and required actions.

Day 5: Implementation, governance, and application planning

• Balanced Scorecard operating-model roles and decision rights
• Scorecard approval, change control, and version management
• Monthly and quarterly performance-management cadences
• KPI retirement, revision, and measure maturity assessment
• Integration with planning, budgeting, risk, and portfolio processes
• Adoption barriers and stakeholder communication strategies
• Ninety-day scorecard implementation roadmap design

Workshop: Participants complete and present a Balanced Scorecard implementation pack containing their strategy map, KPI dictionary, dashboard prototype, governance model, and 90-day roadmap.

Tools & standards covered

Microsoft Power BI Desktop, Microsoft Excel, Microsoft SQL Server, Balanced Scorecard Collaborative framework

A typical training day

Live online deliveries follow the same structure in the East Africa Time zone, with shorter screen blocks and longer breaks.

What the fee includes

How you can take this course

Certification

Participants who complete the full five days receive the Skillset Development Certificate of Completion, stating the course title, course code, dates and delivery format — suitable for professional-development records and employer reimbursement.

Frequently asked questions