Intelligence
AI Command Center
Everything Brite AI detected across the workforce today, with the decision each item needs.
Critical risks
2
Payroll control breach, skill dependency
Cost-saving opportunities
2
$234K identified this month
Growth opportunities
1
Internal talent ready for open roles
AI next best actions
Support overtime up 23% — redeploy instead of hiring
Confidence
87%
Problem
Overtime cost in Customer Support rose 23% over six weeks and keeps climbing.
Evidence
- Team A utilization 126%, Team C utilization 64%
- Six employees generate 61% of all overtime hours
- Ticket volume +19% since the March launch, staffing unchanged
Likely cause
Workload distribution, not volume alone. Evening coverage drops below 70% mid-week.
AI recommendation
Move two Operations agents into Support for 90 days and stagger evening rest days.
Alternatives
- • Change shift distribution only — slower, saves $61K
- • Hire one temporary agent — $34K cost, 31 days to fill
Employees affected
3 overloaded employees, 24 team members in scope
Financial impact
$186K annualized overtime exposure; $268K avoided vs hiring
Operational impact
SLA breach probability rises to 38% within 8 weeks if unchanged
Action owner
Layla Haddad, Head of Support
Approval
CHRO approval required
Bonus paid before approval — payroll control breach
Confidence
94%
Problem
An $18.4K bonus batch for Sales Team B was released before the approval step completed.
Evidence
- Workflow run WF-812 skipped approval node 4
- Named approver deactivated in August
- 26 other runs failed at the same node
Likely cause
Workflow uses a named approver instead of a role-based approver.
AI recommendation
Switch to role-based approval, re-run the 26 blocked cases, and record a control exception.
Alternatives
- • Manually approve retroactively — does not prevent recurrence
Employees affected
11 employees paid, 26 stalled workflow runs
Financial impact
$18.4K unapproved spend; control finding risk at audit
Operational impact
26 processes blocked across payroll and contracts
Action owner
Rina Kaur, CFO
Approval
CFO approval required
Internal candidate available for Support Team Lead
Confidence
79%
Problem
An external search is running for a role with a strong internal match.
Evidence
- Ahmed Sabry matches 91% of the role skill profile
- Two more Tier 2 agents match above 80%
- External shortlist average match 74%
Likely cause
Requisition defaulted to external sourcing; internal-first policy is off.
AI recommendation
Pause external sourcing for 10 days and run internal assessments first.
Alternatives
- • Run both tracks in parallel — keeps cost, halves the saving
Employees affected
3 internal candidates, 1 open requisition
Financial impact
$4.2K sourcing saving, faster ramp worth ~$11K
Operational impact
Time to fill drops from 31 to 9 days
Action owner
Talent Acquisition
Approval
Hiring manager approval required
Payroll configuration depends on two people
Confidence
88%
Problem
Only two employees can configure payroll, and one is close to retirement.
Evidence
- Skill coverage 2 holders vs 4 required
- No documented run book
- No successor named
Likely cause
Knowledge transfer was never scheduled after the last re-platform.
AI recommendation
Certify two backups within 90 days and publish the run book.
Alternatives
- • External payroll support retainer — $46K/year
Employees affected
2 employees, $8.4M monthly process
Financial impact
Process disruption exposure estimated at $220K
Operational impact
Single point of failure on every payroll run
Action owner
People Operations
Approval
HR Director approval required
Duplicate transport allowance on 14 records
Confidence
92%
Problem
Two allowance rules overlap and pay the same benefit twice.
Evidence
- 14 records across 3 cost centers
- Rules ALW-03 and ALW-07 both active
Likely cause
September policy merge kept both rules live.
AI recommendation
Retire rule ALW-07 and reconcile the 14 records this cycle.
Alternatives
- • Correct records only — leakage returns next month
Employees affected
14 employees
Financial impact
$48K recurring annual leakage
Operational impact
Corrections must land before the run closes on the 27th
Action owner
Payroll team
Approval
Auto-executable after review