HR Analytics for better workforce decisions

HR Analytics Consulting: turn workforce metrics into better decisions

Build an HR KPI system your management can use to make decisions. Harbinger connects workforce data, business metrics and benchmarks, identifies relevant relationships and translates them into a company-specific framework, executive dashboard and clear actions.

For CHROs, HR Directors, Heads of HR, workforce analytics teams and executive managementwho want to use HR data to manage costs, retention, recruiting, absence, productivity and leadership.

Experience & trust

Market leaders work with Harbinger

Harbinger works at the intersection of executive management, HR and daily operations. Our aim is to help businesses make better decisions through evidence-based solutions and give HR a more active role in shaping outcomes.

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When HR data fails to inform decisions

Many businesses have workforce metrics. Fewer have a system for acting on them.

Headcount, absence, turnover, time-to-fill and labour costs are already reported. Yet management questions remain unresolved when data is spread across systems, definitions vary or the link to the business is missing. A clear decision framework is often what is missing.

Spreadsheets provide numbers without a shared picture

HRIS, payroll, time tracking, ATS, surveys and Finance each provide part of the picture. Reports are consolidated manually, while definitions differ between functions.

Too many KPIs dilute priorities

A hundred possible metrics do not make a hundred useful management measures. A clear business question helps a dashboard improve decision confidence.

HR reports. Management still asks about impact.

What does turnover cost? Which areas drive absence? Where do vacancies create material business risk? HR needs to connect the evidence with cost and performance.

Why conventional HR reports fall short

The reporting cycle: many numbers, limited action

Every month, metrics are updated and discussed. Without a decision framework, the same cycle repeats and priorities remain unclear.

Collect data

Spreadsheets, HR systems and separate lists are combined manually.

Report KPIs

Headcount, costs, absence and turnover appear in the monthly report.

Discuss numbers separately

A metric turns red, while its causes, context and interactions remain unclear.

Actions remain broad

Experience, the loudest voice or intuition determine priorities rather than reliable relationships in the data.

Produce the next report

The organisation measures again, but its decision framework has changed little.

Reporting provides information. Analytics helps you act. The difference comes from connecting workforce metrics with context, comparisons and concrete management decisions.

A clearer approach to workforce analytics

A system that shows the wider picture

A Frameworkthat makes the full picture visible. It identifies patterns, tests correlations and helps distinguish possible causes from symptoms.

It is evidence-based, comparable and tailored to your business, connecting reports and dashboards with the decisions that follow.

Which decision should these numbers improve?
And which KPI should change as a result?

Conventional HR reporting

presents individual metrics, mainly looks backwards and often ends with visualisation.

→

Harbinger HR Analytics

connects KPIs, tests relationships, uses appropriate benchmarks and turns insights into management actions.

The Harbinger Framework

From 70+ possible metrics to your own HR KPI system

Effective HR Analytics means identifying the business-critical metrics, defining them correctly and connecting them logically. That is what our framework is designed to support.

One framework, three analytical perspectives

  • Internal: Compare functions, locations, roles and periods.
  • External: Use reliable, relevant comparables for benchmarking.
  • Connected: Relate HR KPIs to cost, capacity and business metrics.

Interpret metrics with care: Correlations suggest hypotheses. We examine context, data quality and operational reality before recommending action.

5Macro levels
10Analytical fields
70+Possible metrics
1Decision framework
Executive HR Dashboard & Management FrameworkFocused on the KPIs, thresholds and relationships relevant to your business decisions.
Headcount & FTE
Demographics & Structure
Labour Costs & Capacity
Productivity & Performance
Recruiting & Vacancies
Onboarding & Early Turnover
Retention & Turnover
Absence & Attendance
Engagement & Leadership
Skills & Development
Turnover rateEarly turnoverTime-to-FillQuality-of-HireCost-per-HireSickness absence rateShort-term casesLabour costs / FTESpan of controleNPS / EngagementInternal hiring rateProductivity / FTE
Which workforce metrics matter?

The right KPI set depends on your business question

A manufacturer needs different measures from a professional services firm. Retention questions require different evidence from cost or recruiting questions. Harbinger therefore works with clusters of metrics tailored to the management issue.

Structure

Workforce & Demographics

Who works where, and how is your workforce changing?

  • Headcount / FTE
  • Age & tenure structure
  • Critical roles / spans of control
Economics

Labour Costs & Productivity

Where do costs arise, and what output do they support?

  • Labour cost ratio
  • Cost per FTE / unit
  • Productivity & capacity
Talent Acquisition

Recruiting & Vacancies

How quickly and effectively do you fill business-critical roles?

  • Time-to-Fill / Time-to-Hire
  • Cost-per-Hire
  • Quality-of-Hire / Offer Acceptance
Retention

Retention & Turnover

Where are people leaving, and which patterns come first?

  • Voluntary turnover
  • Early turnover
  • Internal mobility / retention
Stability

Absence & Attendance

Which areas show unusual patterns, and what do they mean for capacity?

  • Sickness absence / health rate
  • Cases vs. days
  • Short- and long-term patterns
Organisation

Engagement, Leadership & Skills

Which early indicators help explain performance, retention and readiness for change?

  • Engagement index
  • Leadership indicators
  • Skills / development / internal hiring

Focused executive reporting: The framework examines detail in the background while the executive dashboard concentrates on information that supports decisions.

From workforce metrics to the business case

Small KPI changes can have a substantial economic effect

HR Analytics makes the economic implications of your own metrics visible. This illustration translates management KPIs into working days, cases, vacancy days and euros using explicit assumptions.

Illustrative company1,500 employees
Planned working days220 per FTE / year
Internal value per working day€300 illustrative assumption
Annual hires120 new hires
Lever 1 · Absence3,300 working days

is the calculated equivalent, for 1,500 employees, of one percentage point of sickness absence. At an internal value of €300 per planned day, this represents approximately €990,000 in capacity value.

1,500 × 220 × 1.0% = 3,300 days
Lever 2 · Turnover15 departures

corresponds to one percentage point of voluntary turnover. The economic effect depends on your actual recruiting, onboarding, knowledge-loss and vacancy costs.

1,500 × 1.0% = 15 avoided departures
Lever 3 · Recruiting1,200 vacancy days

are calculated to be avoided with 120 hires and a 10-day reduction in time-to-fill . We determine the monetary value with Finance using actual vacancy or productivity risks.

120 hires × 10 days = 1,200 vacancy days

An illustrative calculation, not a guarantee. In a project, we use your actual cost, capacity and business parameters.

HR Analytics explained · German-language video

Which workforce metrics matter most?

There are hundreds of possible HR metrics. The useful ones depend on your business model, current challenge and management decisions.

The principle: Better decisions come from the right KPI selection, clear definitions and an understanding of how the metrics connect.

A consulting approach to better decisions

Build the ability to act on your data

Software can be an important part of the solution. First, establish which workforce metrics matter, which relationships are reliable and which actions have priority. That is where Harbinger starts.

Harbinger HR Analytics provides …

  • a decision framework for management and HR
  • a company-specific HR KPI system
  • benchmarking with suitable comparables
  • analysis of patterns, correlations and outliers
  • an executive dashboard and action roadmap

… with clear boundaries

  • independence from any particular HR software sale
  • metrics selected for your business rather than a generic list
  • a dashboard built around clear management questions
  • careful interpretation of correlations and causality
  • ownership and review beyond the initial report
What you receive

Turn data into a usable management system

The analysis needs to work in daily operations. You receive practical tools for workforce analytics teams, HR leadership and executive management.

Data Map & KPI Dictionary

Make sources, definitions, quality, owners and calculations transparent and consistent.

Foundation

Framework & Benchmark Analysis

Bring patterns, relationships, internal comparisons and external comparables into a shared decision framework.

Analysis

Executive HR Dashboard

Focused management reporting with the KPIs, thresholds and drilldowns that support decisions.

Management

Roadmap & Review Cycle

Prioritised actions, accountability, measurement points and a repeatable cycle for assessing impact.

Implementation

Technology to fit your needs: The results can be used in Excel, Power BI, SAP, Visier or another existing environment. We establish the analytical and business requirements first, then identify the technology that best supports them.

Measure the impact

Assess HR Analytics through business outcomes

Before analysis begins, we agree how improvement will be recognised. Measures vary by use case, but need to be measurable, relevant to management and connected with business value.

%

Turnover & Retention

Voluntary turnover, early turnover, retention in key roles and internal mobility.

Days

Recruiting & Capacity

Time-to-fill, vacancy duration, absence and attendance days, and hiring risks.

€

Labour Costs & Business Case

Cost per FTE, vacancy and absence costs, recruiting expenditure and the financial effect of actions.

FTE

Workforce & Structure

Capacity, spans of control, role structure, demographics and critical resources.

h

Reporting Effort

Time spent consolidating data, preparing monthly reports, answering queries and checking plausibility manually.

ROI

HR Actions

The effect of recruiting, retention, leadership or absence initiatives relative to the resources invested.

The HR Analytics project approach

From the management question to the executive dashboard

A clear path from data to decisions can begin as a focused pilot or extend into a company-wide HR KPI system.

1

Target State & Management Questions

Clarify which decisions need to improve, who will use the results and which business benefits should be visible.

OutputScope, use cases, stakeholders & success measures
2

Data Audit & Mapping

Map sources, harmonise KPI definitions and assess data quality, granularity and useful connections.

OutputReliable master dataset & KPI dictionary
3

Framework & Analysis

Connect metrics, test relationships, identify outliers and develop hypotheses about causes and possible actions.

OutputInsight map, hotspots & correlations
4

Benchmarking & Decisions

Internal trends and suitable external comparables help assess priorities, target ranges and business cases.

OutputPrioritised areas for action & management decisions
5

Dashboard & Integration

Focus the management KPIs, establish reporting cycles and, where agreed, support technical and organisational implementation.

OutputExecutive dashboard, roadmap & governance

A practical starting point: One clear use case, such as turnover, absence, recruiting or labour costs, can be used to pilot the framework before extending it across the company.

Data Quality & Ownership

Analytical depth with clear governance

HR Analytics involves sensitive data. Data quality, purpose, access and employee representation are considered from the start of the project.

Data minimisation

We analyse the data needed for the agreed decision question and use aggregation or pseudonymisation where appropriate.

Definitions & Quality

Every relevant KPI has a traceable calculation, data source and owner, building confidence in management reporting.

GDPR & Employee Representation

Data protection, access rights and, where relevant, works councils or employee representatives are involved early in scope and use decisions.

Where the framework fits

Especially useful when data exists but a decision framework is missing

A good fit when …

  • HR reporting combines spreadsheets and several systems
  • management and HR work with different figures or definitions
  • turnover, absence, labour costs or vacancy duration are difficult to explain
  • you want to build an executive HR dashboard or KPI system
  • HR needs a stronger business case and clearer evidence of impact for the CEO or CFO

Less suitable when …

  • you only need a software licence or standard dashboard template
  • there is no willingness to prioritise a business question
  • insights cannot be turned into actions or decision routines
  • the objective is a one-off metrics report with no continuing management process
Questions before starting a project

Frequently asked questions about HR Analytics and workforce metrics

Practical questions frequently raised by HR leaders, workforce analytics teams and executive management.

What is HR Analytics, and how does it differ from HR reporting?

Reporting mainly describes what happened. HR Analytics connects workforce data with context, benchmarks and business questions to explore why developments occur and which decision should follow. Harbinger builds a repeatable KPI system that supports this process.

How does HR Analytics consulting differ from software or an HR dashboard?

Consulting establishes the decisions to improve, the relevant workforce metrics and their relationships. Harbinger is not tied to a single software product and can integrate the framework with existing HRIS, BI and dashboard environments.

What is the Harbinger HR Analytics Framework?

A company-specific management system connecting questions, KPI definitions, data sources, benchmarking, relationship analysis, reporting and actions. It turns distributed HR data into a reliable basis for decisions by HR and executive management.

Which workforce metrics and HR KPIs are considered?

Depending on the business, we examine headcount, FTE, labour costs, demographics, turnover, early turnover, absence, recruiting, vacancies, quality-of-hire, engagement, spans of control, internal mobility, skills, development and productivity. Relevance to your management question determines the selection.

How many KPIs belong in a good HR dashboard?

There is no universal number. The framework can examine more than 70 metrics, while the executive dashboard concentrates on those that reveal a decision need, a risk trend or economic impact.

How does benchmarking work in an HR Analytics project?

We use external benchmarks only where factors such as industry, workforce structure, function or business model are sufficiently comparable. Internal comparisons between areas, locations and periods can be especially valuable. Benchmarks provide context; interpretation supports the decision.

Can we start with Excel data?

Yes. Information is often distributed across spreadsheets, HRIS, payroll, time tracking, ATS or surveys. We map sources, harmonise definitions and create a reliable master dataset. New software is not required to start.

Which data sources does Harbinger need?

Typical sources include HR master data, payroll and labour costs, recruiting and applicant data, time tracking and absence, performance and engagement data, and relevant Finance or Operations metrics. The management question determines which sources are needed.

What if our data quality is insufficient?

A data-quality audit becomes part of the project. We document gaps, differing definitions and plausibility issues, then prioritise what the initial decision requires. Data can support a focused start when its limitations are transparent.

How does a typical HR Analytics project work?

We clarify the target state and management questions, assess data and KPI definitions, analyse patterns, correlations and benchmarks, then develop the framework, executive dashboard and action roadmap. Technical implementation, governance and regular reviews can be added.

How soon will we see initial results?

A focused use case can often produce initial findings within a few weeks. A complete KPI system depends on available data, the number of entities or locations, dashboard integration and governance. We agree a suitable scope in the initial conversation.

How are data protection, GDPR and employee representation addressed?

We consider purpose, data minimisation, aggregation or pseudonymisation, access rights and relevant stakeholders from the beginning. Data protection and employee representation are built into the project approach.

Can Harbinger work with SAP, Power BI or Visier?

Yes. The framework is an analytical and management approach, not a requirement to buy proprietary software. We can work with existing data and BI systems. Where technical development is useful, we support selection or implementation with your IT team and suitable partners.

Who is HR Analytics consulting particularly suitable for?

CHROs, HR Directors, Heads of HR, workforce analytics teams and executive management in medium-sized and large companies with several data sources, locations or business areas, where reporting exists but is not yet consistently used for decisions.

What does an HR Analytics project cost?

Scope determines the investment. A focused audit or pilot is smaller than a company-wide framework with dashboards, benchmarking and implementation support. We discuss your situation in a no-obligation discovery call and prepare a tailored proposal.

Further expertise

Explore People Analytics and workforce KPIs

Further reading on definitions, implementation and the selection of useful workforce metrics. Linked articles are in German.

People Analytics explained: going beyond reporting

Connect workforce data with business questions and action.

Introducing HR Analytics: approach & examples

From use cases and data quality to KPI definitions and an action roadmap.

Workforce metrics: which HR KPIs matter?

Understand metrics, combine them meaningfully and connect them with management questions.

Articles on HR Analytics & KPI systems

Further perspectives on workforce analytics, benchmarking, decision frameworks and People Analytics.

Next step

Make better use of the HR data you already have

In a discovery call, we discuss your data, management questions and existing reports. You receive an initial view of a suitable starting point, from a focused KPI audit to a complete HR Analytics Framework and executive dashboard.

A conversation about HR Analytics & workforce metrics

Get an initial expert view of your HR KPI system

We discuss your current approach, unresolved management questions and available data. You receive an initial assessment and, if there is a fit, an individual project proposal.

1 · Your starting pointData & management questions

Describe your existing HR data, reports and questions.

2 · Our assessmentAn initial expert perspective

We discuss KPI definitions, data maturity, possible benchmarks and relevant analytical areas.

3 · A suitable starting pointA concrete recommendation

We outline whether a focused audit, pilot or complete framework makes sense for you.

What you take away

An external assessmentWhere does your workforce reporting stand, and where is the largest gap between reporting and decisions?
Priorities for the right KPIsWhich metrics and data sources are likely to matter most for your current management question?
Clarity on starting a projectYou will know which scope makes sense and whether Harbinger is the right implementation partner.

Our Client Services team will contact you personally to arrange the conversation.

Confidential and without obligation. Your information is used solely to assess a potential HR Analytics project.

Harbinger AG management consultancy, Düsseldorf, Germany
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