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.