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Platform Feature

Operational
Reporting

Transform raw operational data into structured, actionable intelligence. Generate scheduled or on-demand reports covering incidents, compliance, trends, and deviance patterns. Designed for both technical teams and executive stakeholders.

Report types

Built-in report templates

Pre-configured report templates cover the most common operational reporting needs. Each template is customizable with filters, time ranges, and entity selections.

Incident Summary

Weekly

Consolidated view of all incidents, alerts, and resolutions with trend analysis and severity distribution.

Compliance Posture

Monthly

Policy adherence rates, violation trends, and certification readiness metrics for regulatory requirements.

Operational Trends

Daily

Entity performance, throughput metrics, and behavioural pattern shifts over time with forecasting.

Deviance Report

On-demand

AI-generated analysis of anomalous behaviour with root cause identification and remediation steps.

Export formats:
PDFCSVJSONAPI
Dashboards

Real-time operational dashboards

Live dashboards display key performance indicators updated in real time. Configure widgets to show throughput rates, utilization metrics, alert feeds, and trend indicators relevant to your operational priorities.

Dashboards are configurable per user role. Facility managers see high-level KPIs, while engineers access granular device telemetry and system health indicators.

Operational Dashboard
Live
Humanoid utilization 87%
Device uptime 99.4%
Pick rate (Zone A) 156/hr
Energy efficiency 92%
Safety score 98.7%
Weekly Summary
Feb 3 - Feb 9, 2026
Total incidents
47 -12%
Mean response time
2m 34s -8%
Compliance rate
99.2% +0.3%
Deviance events
12 +3
Analytics

Summary metrics and trends

Aggregate operational data into clear summary metrics with period-over-period comparisons. Identify improving and deteriorating trends at a glance to guide operational decisions.

Period comparisons
Week-over-week, month-over-month, and custom range comparisons.
Trend indicators
Automatic trend classification with directional indicators and magnitude.
Threshold alerts
Receive alerts when report metrics cross predefined thresholds.
Capabilities

What Miradoris enables

Scheduled report generation

Configure reports to run on daily, weekly, or monthly cadences. Reports are generated automatically and delivered to specified recipients and channels.

Custom report builder

Select metrics, time ranges, entity filters, and visualization types to build reports tailored to specific operational needs and stakeholder audiences.

Real-time dashboards

Live operational dashboards with configurable widgets showing throughput, utilization, alerts, and trend indicators updated in real time.

Compliance documentation

Generate audit-ready reports for ISO 9001, IATF 16949, and other standards. Full traceability from event to report with timestamped evidence.

Trend analysis and forecasting

Historical data analysis with statistical trend detection. Identify patterns in performance, incidents, and resource utilization over configurable time windows.

Multi-format export

Export reports as PDF for stakeholders, CSV for spreadsheet analysis, JSON for programmatic access, or stream data via REST API endpoints.

Comparison

Approach analysis

Spreadsheet-based Reporting

Strengths
Familiar tools
Flexible formatting
Low cost
Limitations
Manual data collection
No real-time updates
Error-prone aggregation
No automated scheduling

Traditional BI Tools

Strengths
Rich visualization
Data warehouse integration
Ad-hoc querying
Limitations
Separate from operational systems
No AI-generated insights
Complex setup and maintenance
No device-level context

Miradoris

Recommended
Strengths
Reports generated from live operational data
AI-powered deviance and trend analysis
Compliance-ready audit documentation
Real-time dashboards with entity context
Automated scheduling and delivery
FAQ

Frequently asked questions

What data sources feed into reports?

Reports draw from all data in the Miradoris ontology: device telemetry, humanoid task logs, operator activity, workflow executions, alert history, and environmental sensor readings. Any entity or event modeled in the platform can be included in reports.

Can reports be customized for different audiences?

Yes. Report templates can be configured with different metric selections, detail levels, and visualization types. An executive summary might show high-level KPIs, while an engineering report includes granular device telemetry and trend analysis.

How are reports delivered?

Scheduled reports are delivered via email, stored in the platform for on-demand access, or pushed to external systems through webhooks and API endpoints. PDF and CSV attachments are supported for email delivery.

Can I build custom dashboards?

Yes. The dashboard builder allows adding, removing, and arranging widgets that display specific metrics, charts, alert feeds, and entity status indicators. Dashboards can be saved and shared across team members.

How does compliance reporting work?

Compliance reports aggregate events, actions, and measurements relevant to specific standards. Every entry includes timestamps, entity identifiers, operator context, and outcome records. Reports are formatted for auditor review with full traceability.

Is historical data available for trend analysis?

Yes. The platform retains operational data according to configurable retention policies. Trend analysis can span days, weeks, months, or longer depending on the data retention period configured for your deployment.

Be among the first

We are looking for partners willing to test Miradoris in real operational environments. Early adopters get priority access to the platform at significantly reduced rates.

We'll review your request and follow up. No unsolicited contact.