Trace+ AI: intelligence for complex operations.

An AI-centered workforce digital twin connecting field telemetry, real-time intelligence and operational decisions.

Connected enterprise systems

Capture. Process. Empower.

Trace+ unifies IoT device data and workforce activity into an intelligent operational platform. Its connected architecture helps teams turn location, movement and workflow signals into practical information.

Connected BLE devicesAttendanceOnboardingBackend APIsWeb applicationsCloud operations
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Connected workforce intelligence and analytics

What the engineering portfolio demonstrates

A multi-layer enterprise system, not simply a front-end dashboard.

Connected endpoints

Field devices, BLE interfaces and device-to-platform data flow.

Application services

Backend APIs, processing logic, storage and integrations.

Enterprise experiences

Web administration, onboarding, enrollment and workforce-facing workflows.

Cloud operations

Deployment automation, scaling, monitoring and infrastructure.

Analytics

Operational visibility, reporting and intelligence views.

Product delivery

Solution architecture, integration, testing and support.

Developed system layers

A platform, not just a dashboard.

A technical view of the integration and software engineering behind the Trace+ solution.

Edge and connected endpoints

BLE and other connected-device workflows supporting field telemetry, people and asset visibility.

Enterprise application services

Onboarding, enrollment, attendance and role-based applications built around backend services and APIs.

Cloud operations and analytics

Containerized services, databases, operational reporting, administration and deployment management.

Engineering partnership

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