> case_study / cyberaxhr
CyberaxHR ↗
Our own HR management platform — attendance, leave, payroll, employee records, and daily team operations. Built for the kind of reliability where 'the system is down' means people can't do their jobs.
What it does
CyberaxHR handles the full employee lifecycle — attendance tracking, leave management, payroll processing, employee records, team coordination, and reporting. It's the first thing the team opens every morning and the system every workflow runs through. Timesheets, approvals, pay slips, compliance reports — all in one place.
What made it hard
When the HR system has a problem, people can't mark attendance, managers can't approve leave, payroll can't run on time. It's not "inconvenient" — actual work stops. And HR logic is deceptively complex: leave policies that vary by employee type, payroll calculations that depend on attendance data that depends on shift rules that change by department. One broken link and the whole chain stalls.
What we did about it
We designed for graceful degradation at every level. If payroll processing is slow, attendance and leave still work. If one integration fails, the rest of the workflow continues. Partial failures don't cascade into full outages. We also built every calculation to be auditable — every pay slip can be traced back to the exact attendance records, leave balances, and policy rules that produced it.
What it taught us
Business software that people depend on daily has to prioritize continuity. A system that's 95% functional is infinitely better than one that's 100% down. And when the system handles people's pay and leave balances, every calculation has to be traceable. We build every internal tool now with the same expectation: if it runs daily, it has to be resilient and auditable by default.