Industry Solutions
Human Resources and Workforce Analytics
One model for organization, attendance, recruitment, turnover, training, and workforce cost, with strict organization separation.
HR, operations, finance, and executive teams.
Sanad Workforce Analytics Lab
Fictional demonstration organization spanning demo entities only
An aggregate model demonstrating workforce analytics across demo organizations with a stable organization key.
Problems this industry knows well
Employee totals differ across organization, attendance, and payroll records.
Coverage gaps and turnover surface only after operations are affected.
HR Executive Overview
Safe, aggregate workforce analytics across branches and departments.
Active headcount
2,184
all demonstration organizations
Vacancies
86
aggregate roles
Annual turnover
11.8%
no individual scoring
Training completion
91%
required courses
Open full screen for more chart space.
Open dashboard full screenThis demonstration is illustrative, built on synthetic data, and does not represent a real organization.
Examples of what the dashboard reveals
- Overtime rises in a persistently understaffed branch.
- Training completion improved while retention remained weak in one department.
Data sources Sanad could connect
- Excel and CSV files
- Accounting software
- CRM systems
- ERP systems
- Inventory and warehouse systems
- Internal databases
- Websites and APIs
- Manually maintained records
- Cloud systems and legacy systems
What Sanad could deliver
- Automatically refreshed dashboards
- Executive, operational, and recurring reports
- Alerts when thresholds are crossed or performance slips
- Scheduled data pipelines with cleaning and normalization
- Data-quality and consistency validation
- Performance monitoring against targets
- Role- and department-based access
- Secure, private, or on-premises hosting
- Custom integrations with your existing systems
Data first, with the platform chosen for your organization
Sanad organizes, connects, and models your data, then delivers the analytics platform that best fits your organization. That may be Apache Superset, Microsoft Power BI, a custom dashboard, or another suitable BI tool.
The demo is deliberately open — your real solution is protected
These public dashboards are open only because they contain synthetic demonstration data. Real client solutions can be protected with authenticated access, user roles, department-level permissions, row-level security, private network access, local hosting, or dedicated infrastructure.
Implementation options available to clients
- Authenticated accounts and user roles
- Permissions by department or branch
- Row-level and dashboard-level restrictions
- Audit logs and encrypted connections
- Scheduled backups
- Private or on-premises hosting
- Dedicated infrastructure, databases, and per-client environments
Your organization's dashboard is built on your own data
Your organization's solution is customized around your systems, goals, workflows, terminology, and security requirements.