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.
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.
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.
Results You Can Measure
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).
Yes. Any report can be scheduled for daily, weekly, or monthly delivery. You set the delivery time and timezone, choose the format (JSON or CSV, with PDF and Excel coming soon), and add email recipients. Scheduled reports run automatically and arrive in inboxes. You can trigger any scheduled report manually on demand.
Reports pull from six data sources: sensor metrics from PLCs and IoT devices (temperature, OEE, cycle time, and others), asset operational status (running, idle, warning, error, maintenance), service and maintenance records (service plans, work orders, compliance), alert history (triggered alerts and threshold breaches), warehouse data (inventory snapshots, movements, employee metrics), and RTLS zone tracking (zone occupancy and asset positioning).
Dashboards are live views that update in real time and are designed for continuous monitoring. Reports are analytical snapshots that answer specific questions about a defined time period. Dashboards show you what is happening now. Reports show you what happened over the last shift, day, week, or month. Reports can be scheduled for automatic delivery; dashboards are viewed on-screen.
Yes. Report data can be exported as JSON for programmatic consumption or CSV for spreadsheet analysis. PDF and Excel export formats are coming soon. The overview dashboard also has a direct export button. Scheduled reports can be configured to include data exports as attachments.
Related Solutions
OEE Improvement
Most manufacturers know their OEE score. Few can point to the exact machine, shift, or station dragging it down. Sandhed maps availability, performance, and quality data onto your floor plan so you can see where OEE drops and why.
View Solution →Custom Dashboards & KPI Views
Your factory generates thousands of data points every hour. Sandhed puts them on drag-and-drop dashboards tied to your 3D floor plan, so every role sees exactly what they need.
View Solution →AI Operations Assistant
Type a question about your facility and get answers grounded in real sensor data. Sandhed's AI assistant queries your equipment metrics, alerts, and maintenance records to give you plain-language answers instead of dashboards to decipher.
View Solution →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.