Findings & Patterns Software
Identify patterns in HR data with Forte HRIS. Compare suitable periods and groups, then investigate findings before drawing conclusions about causes.
Separate One-Off Events from Recurring Patterns
One month of high overtime does not necessarily indicate an ongoing problem. A special project, a headcount change or a different reporting window may explain it. Looking across periods helps show whether the change repeats.
Forte HRIS reports and analytical assistance can help explore patterns. Findings provide a starting point for investigation, alongside an understanding of work on the ground.
Use Comparable Data
Check period length, employee numbers and record completeness. A larger team may have more incidents without a higher incident rate. Read counts and proportions in context.
Investigate Noticeable Changes
When a figure spikes, examine related transactions and conditions. Higher overtime, for example, can be checked against schedules and work carried out in that period. A change tells you where to look, not necessarily why it happened.
Review After Follow-Up
After the company makes a change, examine later periods on a comparable basis. Note shifts in headcount or workload so the outcome is not attributed entirely to the earlier action.
Frequently Asked Questions
Does a pattern always indicate a problem?
No. Patterns may reflect seasonal work, schedules or business needs. Check the context before deciding whether action is needed.
Why might one period be insufficient?
An unusual event can affect a single period. Comparing several periods helps distinguish temporary changes from recurring trends.
How does AI Assistant help?
AI Assistant helps analyse available information and highlight findings. HR still checks the output against source records and explanations from relevant people.
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