Skip to main content
HR data, dashboarding, and analytics

HR data, dashboarding, and analytics

Data analysts who understand HR, payroll, and workforce compliance. Not generic BI contractors, but specialists who know what the numbers mean in an employment context.

“Since our very first meeting, Octagon supported us with everything we needed in the HR field.”

Murielle de Roche, Operations, Swisscom

The problem

Why generic data services fall short for HR

Generic strategy consultancies sell decks. Pure-data agencies sell dashboards. Neither specialises in HR-operational analytics inside a regulated employer. When the dashboard shows a spike in sick leave costs, a CAO compliance gap, a 30% ruling miscalculation, or a payroll variance across three countries, a generic analyst does not know what they are looking at. Octagon's analysts come from HR, payroll, and workforce operations across our five service pillars in six European markets, and work inside the data-residency rules that apply to aerospace, defence, and international-organisation clients. Our 39+ years of operating experience and 35+ nationalities on staff shape the analytics patterns we build.

HR team reviewing workforce analytics dashboard

Why HR data is different

Generic BI contractors build charts. Octagon builds analytics that HR teams trust.

HR data is not like sales data or marketing data. It involves multi-country payroll with different tax regimes, sick leave obligations that span 104 weeks, pension contributions governed by sector-specific CAOs, and workforce metrics that must account for contract types, probation periods, and dismissal protections.

An analyst without HR domain knowledge will produce dashboards that look right but contain errors that surface first during an audit or a dispute. Octagon's data team brings 39+ years of HR operations experience to every engagement, and works inside the calculator suite that underpins our HR consultancy, so every number shown ties back to verifiable working.

How it works

From discovery through to delivery and handover.

The typical approach

1.Hire a freelance BI contractor
2.They build one dashboard
3.Contract ends, no documentation
4.Next contractor starts from scratch

No continuity. No domain knowledge. No accountability.

The Octagon approach

1.Recruit HR data specialists
2.Employ them on compliant contracts
3.Deliver dashboards and analytics
4.Document, train, and hand over

1 partner. HR expertise. Full accountability.

Playbook

The HR analytics delivery playbook

Four phases from audit through to operational handover.

1

Discovery

1-2 weeks

We audit your current HR data sources, reporting gaps, and decision-making workflows. We identify what metrics your leadership needs and where the data lives today.

2

Recruitment

3-6 weeks

We source and recruit HR data specialists with the right blend of technical skill (Power BI, SQL, Python) and domain knowledge (payroll, workforce planning, employment compliance).

3

Employment and onboarding

1-2 weeks

Every analyst is employed by Octagon on a compliant contract. We handle payroll, pension, social security, and all statutory obligations. They start working inside your team from day one.

4

Delivery and handover

Ongoing

Our team builds, tests, and deploys your dashboards, reports, and analytics tools. We document everything and train your internal teams so the capability outlasts the engagement.

Octagon employment and compliance management

Employment and compliance

Your analysts, employed by Octagon

Every data specialist we place is employed on a compliant Dutch or European contract. We handle payroll, pension, social security, 30% ruling administration, and all statutory obligations. Your team gets the analyst; we handle everything else. For multi-country engagements, we provide the same employment quality across the Netherlands, United Kingdom, Germany, France, Italy, and Cyprus under a single contract.

Why Octagon for HR data and analytics

01

HR-operational data as a specialism

Workforce analytics, payroll variance, retention modelling, diversity metrics. Not general BI applied to an HR dataset, but analytics designed around the employment rules that govern the numbers.

02

Regulated-sector data residency

Aerospace, defence, and international-organisation clients carry data-residency and handling rules that generic agencies fail on quietly. Our analysts work inside those rules by default.

03

Integrated with EOR and recruitment data

Where Octagon runs your recruitment and EOR, the analytics pull from the same operational data stream we are already maintaining. One provider across sourcing, employment, and analytics, rather than three.

04

HR and payroll fluency

Our analysts understand wage tax tables, social security contributions, CAO obligations, holiday allowance calculations, and sick leave timelines. They read the numbers in their employment context.

05

Calculator-backed output

Dashboard figures are reconciled against our in-house calculator suite for transition payment, WKR free space, pension contribution, and net pay under the 30% ruling. Every number shown is a number we can stand behind.

06

Compliance-aware reporting

Every dashboard accounts for regulatory requirements: Wet Poortwachter timelines, GDPR data handling, pension fund reporting obligations, and Works Council information rights.

07

Named account manager

Every engagement has a named account manager who knows your programme, your people, and your HR priorities. Not a ticket system.

Expertise

Sectors we serve

Aerospace and ESA

Programme dashboards, mission data reporting, and financial analytics for space agencies and prime contractors.

International organisations

Operational reporting, KPI tracking, and data governance for treaty-based and intergovernmental bodies.

Defence

Cleared data analysts and BI specialists for national defence ministries and NATO agencies.

Commercial

Scaling analytics capabilities for technology companies and enterprises operating across Europe.

Insights

Related insights

22 Jan 20257 min read

Tech-enabled HR: beyond the buzzword

Octagon combines automation with human expertise. Our head of technology shares how we use technology to improve accuracy, speed, and compliance without losing the personal touch that international employees need.

8 Mar 202510 min read

The future of international HR in Europe

From digital nomad visas to AI-driven payroll, international HR is shifting rapidly. Our experts share perspectives on what the next five years hold for cross-border employment.

Octagon HR newsletter

International HR insights, compliance updates, and industry trends delivered to your inbox. One email per month.

Need HR data analysts or a full analytics function?

Whether you need a single embedded specialist or a complete HR analytics capability, Octagon recruits, employs, and delivers under one contract. With a personal touch.