Employment risk intelligence
Risk rarely lives in one system.
Fragmented systems create blind spots that stay invisible until a charge, audit, or lawsuit connects the dots for you.
Comp claim
FMLA leave
ADA request
Safety complaint
Termination
The visibility problem
Each system works. The story between them disappears.
Individually, every event may be documented and defensible. Together, the sequence may tell a story of discrimination or retaliation.
What risk looks like across systems
Four patterns a siloed view will miss.
Retaliation across protected activities
Multiple employees file comp claims and are terminated within 60–90 days of returning. One case may be explainable; the repeated timing is the signal.
Adverse action after multiple activities
FMLA leave, a safety complaint, new discipline, an unexplained accommodation denial, then termination. The timeline matters more than any single record.
Concentrated risk under one manager
Claims, complaints, accommodation requests, and terminations cluster around one leader. Segmentation reveals a red flag the individual systems cannot.
Adverse action against a protected class
Termination data shows disproportionate impact among women, employees with medical conditions, or people who engaged in protected activity.
Why fragmentation makes risk worse
Missing context is not a defense.
When a manager disciplines an employee without knowing about recent protected activity, the systems have enabled the violation. “The data was somewhere else” becomes an admission that the process lacked context and control.
The legal standard
Evaluate. Control. Monitor. Correct.
Employment risk intelligence connects those duties to real workforce events—so patterns can be detected before litigation does it for you.
Hope is not a compliance program. Visibility is.
What visibility requires
One employee timeline. Four ways to interrogate it.
See every protected activity and employment action from hire to present.
Measure how closely adverse action follows protected activity.
Distinguish a single event from repeated sequences across employees.
Compare by manager, department, location, and protected class.