Analytics & Reports

Analytics & Reports for Manufacturing

Pre-built reports for equipment performance, alert trends, and shift comparisons. Scheduled delivery means production managers start the day with the numbers they need.

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The Problem

Where Things Break Down

OEE reports are compiled manually

Calculating availability, performance, and quality across machines requires pulling data from PLCs, downtime logs, and quality systems. Someone rebuilds the same Excel template every week.

Alert fatigue makes trends invisible

Your team gets hundreds of alerts per week but nobody analyzes the patterns. Which machines alert most? Which shifts have more events? The data exists but the analysis does not.

Shift comparisons are subjective

Management knows one shift produces more than another but cannot quantify why. Building a fair comparison requires normalizing for different product mixes, planned downtime, and staffing levels.

Our Approach

What Sandhed Does Differently

Sandhed's analytics platform pulls from six data sources: sensor metrics, asset status, maintenance records, alerts, warehouse data, and RTLS zone tracking. Pre-built report types cover the most common questions: alert trends, metric comparisons across assets, location-based analysis, zone heatmaps, warehouse performance, and door analytics. You can schedule any report for automatic delivery on daily, weekly, or monthly cadences with email recipients. Data exports in JSON and CSV are available now, with PDF and Excel coming soon. The overview dashboard gives a KPI summary that updates in real time.

Pre-Built Report Types

Seven report types ready to use: threshold alert analysis, metric trend analysis, asset type comparison, location-based analysis, zone heatmaps, warehouse performance, and door analytics. Each report pulls from the relevant data sources and presents the results in a format that answers the question directly.

Scheduled Report Delivery

Set any report to deliver automatically on daily, weekly, or monthly schedules. Configure delivery time, format, and email recipients. Reports arrive in inboxes without anyone remembering to generate them. You can also trigger any report manually on demand.

Multi-Source Data Access

Reports pull from six data sources: sensor metrics from PLCs and IoT devices, asset operational status, maintenance and service records, alert history, warehouse inventory and movements, and RTLS zone occupancy. Mix sources in a single report to answer cross-functional questions.

Overview Dashboard with Live KPIs

A summary dashboard shows key metrics across your facility with configurable time ranges from 1 hour to 30 days. Quick links to relevant reports and one-click data export give you a starting point for any investigation.

Expected Outcomes

Results You Can Measure

Pre-built report types

Alerts, trends, comparison, location, heatmaps, warehouse, doors

Less manual reporting time

Reduction in time spent compiling reports

Data sources available

Sensors, assets, maintenance, alerts, warehouse, RTLS

0 hrs

Setup time

From floor plan to automated reporting

Based on platform capabilities and industry benchmarks. Results vary by facility.

FAQ

Common Questions

Seven report types are pre-built: threshold alert analysis (which alerts fired, how often, on which assets), metric trend analysis (how any sensor reading changed over time), asset type comparison (compare performance across similar equipment), location-based analysis (metrics grouped by floor plan zones), zone heatmaps (occupancy and activity by area), warehouse performance (inventory, movements, employee productivity), and door analytics (open/close events and duration patterns).

See Reports Built From Your Data

We will connect your data sources and show you the pre-built reports running with your actual equipment and sensor data. See what automated reporting looks like for your facility.