Workforce Data as the Missing Link

A transformative shift is underway in industrial operations. While traditional data strategies have long focused on IT and OT systems, the missing link has been workforce data—information derived from human expertise, activities, insights, and feedback within production processes.

Unlike conventional operational data, which emphasizes numerical outputs from machinery and systems, workforce data captures the nuances of human interaction. This includes:

• Task Completion Rates
• Training Feedback
• Process Insights
• Observations on Production Anomalies
• Rationale Behind Human Interventions

When integrated with IT systems (like ERP, CMMS, MES) and OT data (from SCADA, PLCs), workforce data offers a holistic view of production dynamics. This fusion bridges the gap between human insights and machine performance, creating a comprehensive understanding that traditional systems simply can't achieve.

The Power of Integrated Data: IT, OT, and Workforce

Consider the value of this integration:

• IT Systems provide critical operational data: inventory levels, work orders, and production schedules.
• OT Systems monitor real-time machine states, equipment performance, and process variables.
• Workforce Data captures the decision-making context—the "why" and "how" behind human actions.

Together, these data streams uncover root causes of inefficiencies, variations, and downtime. For example, understanding why an operator adjusted a machine setting based on experience adds depth to raw machine performance data. This enriched dataset enables organizations to:

• Move beyond reactive responses.
• Address the deeper interplay of human and machine contributions.
• Drive predictive and prescriptive analytics with real-world context.

Webalo’s Framework: Turning Data into Action

Webalo is more than a connected worker platform; it's a data optimization engine that transforms how industrial organizations operate. Here’s how Webalo changes the game:

1. Data Gathering: Capturing Workforce Knowledge in Real-Time

Webalo’s mobile and desktop interfaces empower frontline workers to:

• Log Observations: Capture real-time insights from the production floor.
• Document Actions: Record interventions, feedback, and skill levels.
• Monitor Conditions: Track environmental factors and equipment status.

This real-time data collection complements IT and OT datasets, providing the missing human context. It’s the difference between knowing a machine had an anomaly and understanding why it happened.

2. Data Integration: Connecting Knowledge with Systems of Record

Webalo seamlessly integrates with:

• IT Systems: ERP, CMMS, MES for operational planning and resource management.
• OT Systems: SCADA, PLCs for real-time process monitoring.
• Knowledge Systems: Capturing and standardizing best practices from the workforce.

The result? A unified operational ecosystem where data flows freely, insights are contextually relevant, and decision-making is elevated.

The Webalo Differentiation: A New Era of Data-Driven Operations

What sets Webalo apart is its ability to:

• Bridge the Human-Machine Gap: Integrate human insights with machine data for a 360° operational view.
• Enhance Predictive Analytics: Provide the context needed for accurate forecasting and proactive interventions.
• Drive Prescriptive Actions: Move beyond predictions to actionable recommendations that optimize performance.

For industrial leaders, Webalo isn’t just another data tool. It’s a single Platform that unifies people, processes, and systems while unlocking untapped potential in your operations. By capturing the human element, Webalo helps you:

• Standardize Best Practices across teams.
• Reduce Downtime through proactive insights.
• Foster Innovation by leveraging data-driven decision-making.

Ready to Change the Game?

The future of industrial operations is here. It’s connected, data-driven, and powered by insights from every corner of your enterprise—machines, systems, and most importantly, people.

Webalo: Where Workforce Data Meets Operational Excellence.