Dashboard & Reporting

Monitoring data is only as valuable as its presentation. OpenClaw offers customizable dashboards for different audiences — from engineering teams to executives — plus automated reports.

Creating Custom Dashboards

Dashboard Builder

OpenClaw provides a drag-and-drop dashboard builder with the following widget types:

Widget	Description	Typical Use
Line Chart	Time series trend	Latency, token usage over time
Bar Chart	Comparison view	Costs per agent/team
Heatmap	Intensity matrix	Error distribution by time of day
Gauge	Single value with threshold	Alignment score, uptime
Table	Structured data	Top 10 errors, cost ranking
Trace List	Recent traces	Live activity feed

Example Dashboards

Engineering Dashboard:

P95 latency per agent (Line Chart)
Error rate last 24h (Gauge)
Top 5 errors (Table)
Active agents (Counter)
Token usage per model (Bar Chart)

Management Dashboard:

Total costs MTD (Gauge)
Costs per team (Bar Chart)
Compliance score (Gauge)
Agent usage trend (Line Chart)

Team Views

OpenClaw supports role-based views:

Admin — Full access to all dashboards and configuration
Engineer — Technical dashboards, Trace Explorer, debugging
Manager — Cost dashboards, team metrics, reports
Compliance — Governance dashboards, audit logs, compliance reports
Viewer — Read-only access to shared dashboards

Executive Summaries

Weekly or monthly summaries for leadership:

OpenClaw Executive Summary — Week 08/2026

Agent ecosystem:        12 active agents
Total interactions:     48,392
Success rate:           97.2% (+0.4% vs. previous week)
Total costs:            EUR 2,847 (-8% vs. previous week)
Compliance score:       94/100
Incidents:              2 (both resolved)

Top performer:          Support Agent v3.1 (99.1% success rate)
Needs improvement:      Order Agent v2.0 (3.8% error rate)

Export Functions

Format	Description	Audience
PDF	Formatted reports	Management, audit
CSV	Raw data export	Data team, analysis
JSON	Structured data	API integration
Slack Summary	Automatic summary	Team channels

Scheduled Reports

Automated report generation:

# openclaw-reports.yml
reports:
  - name: weekly-engineering
    schedule: "0 9 * * MON"  # Monday 9 AM
    template: engineering-summary
    recipients: [engineering@company.com]
    format: pdf

  - name: monthly-executive
    schedule: "0 8 1 * *"    # 1st of month, 8 AM
    template: executive-summary
    recipients: [cto@company.com, cfo@company.com]
    format: pdf

  - name: daily-compliance
    schedule: "0 7 * * *"    # Daily 7 AM
    template: compliance-check
    recipients: [compliance@company.com]
    format: pdf

Dashboard Sharing

Public links — Password-protected for external stakeholders
Embedded dashboards — iFrame integration in internal portals
Slack integration — Auto-post dashboard screenshots to channels

Best Practice: Create a separate dashboard for each audience. Engineers need technical depth, management needs KPIs and trends. One dashboard for everyone means nobody uses it.