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RAQM · GCC Workforce Intelligence Platform

Every worker. Every site. Every shift —
under one intelligent workforce platform.

RAQM is the AI-powered workforce intelligence platform for GCC enterprises — unifying HRMS, attendance, payroll, WPS, leave, rostering, geo-fencing and facial recognition across construction sites, plants, depots and offices.

100K+
Workforce coverage
-70%
Payroll cycle
99.8%
Attendance accuracy
100%
WPS compliance

Platform overview

Workforce intelligence engineered for GCC enterprises

Run HR, attendance, payroll, WPS, leave and field-workforce operations on one AI-driven platform — built for the regulatory, climatic and operational reality of the GCC.

Unified workforce platform

HRMS, attendance, payroll, leave and field ops on one data model.

GCC compliance native

WPS, GOSI, end-of-service, visa/iqama and labor-law engines built in.

AI workforce intelligence

Attrition, productivity and overtime forecasting via QuickQuery.ai.

Business problems we solve

Manual attendance chaos

Biometric, facial and geo-fenced attendance across every site and shift.

WPS & payroll risk

Automated WPS, GOSI and end-of-service with zero-defect payroll runs.

Leave & roster mess

Statutory + custom policies with full self-service and approval workflows.

Distributed workforce blind spots

Field worker visibility with GPS, geo-fencing and shift logs.

Project workforce sprawl

Project-level workforce allocation, cost and compliance tracking.

Lagging HR insight

Real-time workforce dashboards and AI forecasts of attrition and cost.

Core modules

HRMS

Core HR

Employee master, lifecycle, documents, org.

Attendance

Time

Biometric, facial, geo-fenced check-in/out.

Payroll & WPS

Pay

Multi-country GCC payroll with WPS files.

Leave Management

Leave

Statutory + custom leave with workflows.

Shift & Rostering

Schedule

Pattern, ad-hoc and project rosters.

Geo-fencing

Field

Site-bound attendance and field tracking.

Facial Recognition

Biometric

Liveness and anti-spoofing on every check-in.

Mobile Workforce

Mobile

Self-service, timesheets, requests, payslips.

Workforce Analytics

Insights

KPIs, cost, productivity and compliance.

AI Intelligence

AI

Attrition, OT and productivity forecasts.

Hire-to-retire flow

01

Onboard

Employee, visa, contract and documents captured digitally.

02

Operate

Attendance, leave, shifts and field ops tracked daily.

03

Pay

Payroll, WPS, GOSI and statutory reports run automatically.

04

Analyze & evolve

AI dashboards drive workforce decisions and policy.

AI workforce intelligence

QuickQuery.ai-powered models embedded across attendance, payroll and workforce planning.

Attrition forecasting

Predict at-risk employees and recommend retention actions.

Overtime & cost AI

Identify overtime drivers and recommend roster fixes.

Compliance agents

Auto-flag visa, iqama, WPS and labor-law risks before they hit.

Anomaly detection

Catch buddy-punching, ghost workers and payroll anomalies.

Technical architecture

L5
Capture layer
Biometric devices, facial cameras, mobile and geo-fenced apps.
L4
Workforce layer
HR, attendance, leave, shift and field workflow engines.
L3
Payroll layer
GCC payroll, WPS, GOSI, end-of-service and tax engines.
L2
Intelligence layer
AI forecasts, anomaly detection and workforce analytics.
L1
Integration layer
AMIGO ERP, banks, government portals and identity providers.

Integrations

AMIGO ERP
Ecosystem
AMIGO HERB
Ecosystem
QuickQuery.ai
AI
WPS Banks
Banking
GOSI / Social Insurance
Government
MOL portals
Government
Azure AD / Okta
Identity
Biometric devices
Hardware
Facial recognition
Hardware
Power BI
Analytics

Industry use cases

Construction

Multi-site labor camps, geo-fenced sites and project payroll.

  • 100% WPS
  • -25% overtime

Oil & Gas

Shift-heavy operations with rotation, allowances and HSE checks.

  • Zero compliance lapses
  • Faster cycles

Manufacturing

Plant shifts, productivity tracking and statutory payroll.

  • +12% productivity
  • Real-time cost

Logistics

Drivers, warehouse and field staff with mobile timesheets.

  • Accurate trip pay
  • Better utilization

Government & FM

Large, distributed workforces with strict compliance.

  • Audit-ready
  • 100% coverage

Dashboard previews

Workforce control tower

Live workforce across every site.

Active workforce
82,400
Attendance
99.8%
OT cost
-21%

Payroll & WPS

Cycle status, WPS submission, exceptions.

WPS status
Submitted
Exceptions
3
Cycle time
-70%

AI workforce forecast

Attrition and cost forecasts.

Attrition risk
4.2%
Forecast cost
$18M
+1.1%
Coverage
100%

Case studies

Construction

GCC Construction Major

"RAQM unified 60,000 workers across 80 sites with 100% WPS compliance."

80
Sites
60K
Workers
Oil & Gas

Oil & Gas Services Provider

"Rotation, allowances and shift payroll now run themselves."

-65%
Payroll cycle
100%
Compliance

Frequently asked questions

Run your workforce as intelligent operations

Book a working session with our workforce practice and see RAQM on your operation.

Related products

Often deployed alongside RAQM Platform.

Built forConstructionManufacturingGovernmentOil & GasFacilitiesHealthcare