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AI HRMS Assistant for Singapore Businesses

Meet IVY AI — Smarter HRMS Help, Analytics and Payroll Validation

Analyse payroll and workforce data, detect payroll anomalies, validate attendance and leave records, and get instant HRMS guidance with IVY AI — built into Adaptive Pay for Singapore businesses.

One AI Assistant for Daily HRMS Operations

IVY AI helps users work faster across Adaptive Pay. It can guide users on how to use the system, review HRMS records, identify exceptions, and provide useful insights from payroll, attendance, leave, claims, employee data and reports.

HRMS Help Assistant

Employees can instantly get answers to HR policies, leave balances, payroll, and company information—anytime, anywhere.

HRMS Analytics

IVY summarises workforce data across payroll, attendance, leave, claims, employee records, timesheets, projects and departments.

Payroll Anomaly Detection

IVY detects payroll anomalies, overtime, claims, and attendance gaps. Identify sudden payroll cost changes before finalisation.

Record Validation

IVY highlights missing, duplicate, incomplete or inconsistent records that may affect payroll, reporting or approvals.

Payroll Verification

IVY helps payroll teams check attendance, leave, claims, overtime, allowances and deductions before processing salary.

Management Insights

IVY provides quick summaries for HR managers, finance users, department heads and management teams.

How IVY AI Helps Your Team

IVY AI supports different HRMS users, from employees and managers to HR, payroll, finance and management teams.

Payroll Dashboard

Detect Payroll Issues Before Final Processing

Payroll errors often happen when attendance, leave, claims, overtime, allowances, deductions or employee records are incomplete or unusual. IVY AI helps payroll teams focus on exceptions before payroll is finalised.

Salary Movement Check

Identify employees whose gross pay, net pay, allowances, deductions or reimbursement amounts are significantly different from previous payroll periods.

High Overtime Detection

Highlight employees, departments, projects or sites with unusually high overtime.

Missing Attendance Impact

Detect employees with missing attendance, incomplete records or abnormal work hours that may affect payroll.

Claim Pattern Detection

Highlight high claim amounts, repeated claims, missing receipts or claim spikes.

Payroll Exception Summary

Generate a pre-payroll exception summary for HR, payroll and management review

Leave and No-Pay Leave Impact

Identify unpaid leave, excessive leave, overlapping leave or leave records that may affect salary calculation..

AI-Powered Attendance, Leave,
Claims & Employee Record Validation

IVY AI reviews HRMS records to identify missing, unusual or payroll-impacting information, helping HR and payroll teams validate employee data before processing payroll.

AI Attendance Validation

Review missing punches, unusual working hours, late arrivals, absences, off-day work, public holiday work and overtime patterns.

AI Leave Validation

Check leave balances, overlapping leave, unpaid leave impact, pending approvals and leave records that may affect payroll.

AI Claims Validation

Identify missing attachments, duplicate-looking claims, claims above limits, unusual claim amounts and pending reimbursements.

Employee Record Validation

Identify missing employee details, incomplete payroll setup, salary setup gaps, inactive employees and incomplete statutory information.

Payroll Approval Status Check

Identify payroll-impacting records awaiting approval, including leave, claims, attendance adjustments, timesheets and overtime.

HRMS Data Quality & Validation Summary

Get a clear summary of employee and payroll records requiring attention before payroll, reporting or audit review.

AI HR Analytics for Smarter Workforce Insights

IVY AI helps HR, finance, operations and management users understand workforce trends without manually checking multiple reports.

Faster User Support

Summarise payroll cost movement, overtime cost, allowance changes, deduction trends and claim reimbursement movement.

Attendance Insights

Review late coming, absence, missing punches, abnormal hours, overtime and department-wise attendance trends.

Leave Insights

Understand leave usage, leave balance, frequent leave patterns, pending leave approvals and team availability.

Claims Insights

Analyses claim amount, claim category, project claims, high claim users and pending reimbursement.

Employee Insights

Review employee joining, resignation, department movement, salary changes, attendance behaviour and claim activity.

Management Summary

Generate quick summaries for directors, HR managers, finance teams and operations managers.

AI HRMS Assistant with Human Review

IVY AI provides HRMS guidance, workforce analytics and record validation while highlighting items that need attention. HR, payroll and management teams remain in control of final decisions and approvals.

Role-Based Access

IVY should follow the same user access rights configured in Adaptive Pay.

Human Review Required

AI-highlighted records should be reviewed by authorised HR, payroll or manager users before action is taken.

Validation Support

IVY helps identify possible issues, but final decisions remain with authorised users.

Payroll Review Support

IVY supports pre-payroll checking, but payroll confirmation remains under the payroll team’s control.

Frequently Asked Questions

Learn how EVA and IVY help users, HR teams, payroll teams, and management work smarter with Adaptive Pay.

IVY AI is an AI-powered HRMS assistant inside Adaptive Pay that supports HRMS help, analytics, anomaly detection, record validation and payroll verification.

Yes. Users can ask IVY how to apply leave, submit claims, view payslips, check attendance, approve requests and generate reports.

Yes. IVY can help highlight unusual salary movement, high overtime, abnormal claims, missing attendance, duplicate entries and payroll cost changes for review.

Yes. IVY can help identify missing punches, abnormal hours, late coming, absence, high OT, roster mismatch and attendance exceptions.

Yes. IVY can help review leave balances, pending approvals, unpaid leave, missing claim attachments, possible duplicate claims and high claim amounts.

Yes. IVY can support payroll readiness checks by reviewing attendance, leave, claims, overtime, allowances, deductions, pending approvals and unusual payroll movement.

No. IVY supports HR, payroll, managers and management by highlighting records, summaries and possible issues. Final review and approval should be done by authorised users.

Yes. IVY can summarise payroll, attendance, leave, claims, overtime, project, department and workforce trends for management review.

Get Started with Smarter HR Management

Enquire now to learn how we can build a solution for your business needs or speak with us for a free demo.

SMEs are eligible for up to 50% Productivity Solutions Grant (PSG) support for the adoption of Adaptive Pay, a Pre-Approved solution under the IMDA SMEs Go Digital programme.

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