
Project · Computer Vision
LumioHub AI
Advanced facial recognition system for workplace security, attendance tracking, and real-time monitoring
- Computer Vision
- Security / Workplace Automation
- Status
- prod ready
- Scope
- Big
Executive Summary
LumioHub AI is a
Beyond basic check-in and check-out, LumioHub AI provides
Introduction
Organizations still rely on manual attendance, access cards, spreadsheets, and ad-hoc supervision to manage workforce operations. These approaches often lead to:
- Inaccurate records and time fraud (buddy punching, missed entries)
- Delayed security response due to limited real-time visibility
- High administrative overhead for HR and operations
- Limited insight into how time is spent across teams, roles, and locations
- Inconsistent policy enforcement across departments and sites
LumioHub AI was designed to address these issues through an integrated platform that turns workplace activity into structured, actionable operations data. The system supports:
- Automated, identity-based attendance tracking and office-hours calculation
- Real-time on-premise security monitoring with alerts for suspicious or unrecognized presence
- Live indoor localization tracking and map-based visualization
- Desk presence analytics to understand working patterns and session-based activity rhythms
- Detection of prolonged interactions or conversations between individuals
- Configurable break reminders to reduce prolonged continuous sitting and support healthier work habits
- Optional phone usage detection for selected roles or teams within defined time windows
- Fatigue and sleeping detection based on prolonged inactivity or posture patterns, with configurable tolerance thresholds
- Centralized dashboards and reports for individuals, teams, departments, and locations

Scope and Capabilities
LumioHub AI operates as an end-to-end workplace operations platform, covering four core areas:
1) Workforce Attendance and Timekeeping
Automated check-in and check-out using designated entry and exit pointsConsolidated office-hours calculation with protection against duplicate or inconsistent records
Daily, weekly, and monthly summaries with historical trend tracking
- Configurable rules and thresholds (e.g., highlighting underperformance such as fewer than defined weekly hours)
- Consistent attendance policies across departments, locations, and tenants
2) On-Premise Security and Access Visibility
Continuous monitoring of entry points, shared spaces, and controlled areas
Detection and alerting for unrecognized or unauthorized individuals- Identification of suspicious access patterns, including tailgating risk indicators
- Evidence-ready event logging to support incident review and compliance reporting

- Site-level and tenant-level configuration for access rules and alert routing
3) Productivity and Wellbeing Signals
Desk presence tracking : total time at desk, work sessions, and configurable detection intervalsLive location and movement tracking : last-seen location, zone-level positioning, and map-based visualization
Person search : ability to locate an individual based on their most recent detected position
Interaction and conversation detection : identification of prolonged face-to-face engagement between two or more individuals based on proximity and orientationBreak reminders : prompts after extended continuous desk presence, configurable by role or departmentPhone usage detection : identification of continuous phone usage exceeding defined duration thresholds within configured work windowsFatigue and sleeping detection : detection of prolonged inactivity or sleeping postures, with configurable grace periods and escalation policies
4) Reporting, Insights, and Administration
Administrative dashboards with filters by employee, team, department, location, and time rangeReal-time spatial views showing occupancy, movement, and activity states across office zonesAutomated highlights for anomalies such as low attendance hours, excessive inactivity, prolonged phone usage, or extended interactions- Daily, weekly, and
monthly individual and companywide summaries and manager-ready digests Export support (CSV / Excel) for HR systems, payroll workflows, audits, and compliance needs
Results and Business Impact
LumioHub AI delivers measurable value across operational, security, and management functions:
Improved attendance integrity through automated tracking and reduced fraud opportunitiesFaster security response enabled by real-time detection and alertingReduced administrative workload through centralized data collection and automated reportingClearer visibility into space usage, interactions, and work patternsSupport for healthier work rhythms through proactive break reminders and fatigue monitoringScalable operations for organizations with multiple sites or provider-style multi-tenant deployments
Because policies are configurable at the tenant, department, and role levels, organizations can tailor monitoring depth and reporting granularity to align with internal culture, labor regulations, and compliance requirements
Privacy, Governance, and Deployment Readiness
LumioHub AI is designed for enterprise environments where privacy, auditability, and control matter:
- Multi-tenant architecture with strict data separation
- Role-based access controls for administrators, managers, and HR stakeholders
- Configurable monitoring scope (who, what signals, and which time windows)
- Transparent logs and reporting to support internal policy audits
- Flexible deployment patterns across multiple locations with centralized oversight
Conclusion
LumioHub AI transforms workplace management from fragmented, manual processes into a unified, intelligent operations platform. It automates attendance, strengthens on-premise security, and provides explicit visibility into presence, movement, interaction, focus, and well-being—without relying on continuous video monitoring.
By combining workforce timekeeping, access visibility, indoor localization, desk presence analytics, interaction detection, well-being signals, and scalable multi-tenant administration, LumioHub AI enables organizations to operate safer and more efficient workplaces with consistent policy enforcement and data-driven decision-making.
You can learn more about LumioHub AI and also try its Demo here: https://lumiohub.ai/