Data and Reporting AutomationsPurpose
1.2. Automates extraction, processing, and visualization of nuclear plant KPIs (outage rates, system reliability, safety metrics) from multiple siloed systems.
1.3. Automatedly ensures regulatory compliance by generating time-bound, auditable reports across assets and timeframes.
1.4. Automate stakeholder notifications and secure, role-based dashboard access delivery.
Trigger Conditions
2.2. Data update detected in SCADA, CMMS, or ERP systems to trigger immediate dashboard regeneration.
2.3. Manual trigger by plant executive or reliability engineer via workplace portal.
2.4. Trigger automation based on completion of data-input workflows (incident, maintenance completion).
Platform Variants
• Feature/Setting: Power BI REST API scheduled refresh and dataset export; configure using Service Principal with delegated Workspace access.
3.2. Tableau Server
• Feature/Setting: Tableau REST API schedule extract refresh and PDF dashboard export; automatable using personal access tokens and group permissions.
3.3. Google Data Studio
• Feature/Setting: Automate dashboard PDF export and email via Apps Script and Google Scheduler; use OAuth2 for secure access.
3.4. Grafana
• Feature/Setting: Snapshot and report generation via Grafana HTTP API /report/{dashboard_id}; schedule with cron jobs.
3.5. Splunk
• Feature/Setting: Automation of report generation via SavedSearch API; schedule with cron expressions.
3.6. AWS QuickSight
• Feature/Setting: Programmatic dashboard publication and PDF export via boto3 SDK (generate_dashboard_embed_url).
3.7. IBM Cognos Analytics
• Feature/Setting: Cognos REST API for automated report bursting and email distribution; configure scheduled tasks in Job Scheduler.
3.8. Siemens MindSphere
• Feature/Setting: MindSphere API for automated data extraction and dashboard refresh scheduling; use MindConnect integration.
3.9. OSIsoft PI Vision
• Feature/Setting: PI Web API for automating data pull, dashboard updating, export as PDF on schedule.
3.10. Qlik Sense Enterprise
• Feature/Setting: Automates report export via Qlik Sense Reporting API; scheduled reload tasks via QMC.
3.11. SAP Analytics Cloud
• Feature/Setting: Scheduled exports using Cloud API and email automation; embed with SAP BW triggers.
3.12. Oracle Analytics Cloud
• Feature/Setting: Automate briefing books via REST API and scheduled Agent jobs.
3.13. Smartsheet
• Feature/Setting: Automate dashboard snapshot with Smartsheet API, schedule delivery with workflows.
3.14. Zoho Analytics
• Feature/Setting: Automated reports via Zoho Analytics API, scheduled push to stakeholder lists.
3.15. Domo
• Feature/Setting: Programmatic dashboard publishing and schedule via Domo API and Workbench.
3.16. Klipfolio
• Feature/Setting: Automate PDF dashboard snapshots and email delivery via Klipfolio API; configure schedule rules.
3.17. Sisense
• Feature/Setting: Automated dashboard widget export using Sisense REST API and Job Scheduler.
3.18. Looker
• Feature/Setting: Scheduled Looks via Looker API (create_scheduled_plan); REST authentication.
3.19. Monday.com
• Feature/Setting: Automate board insight dashboards and recurring exports with API and Workflow Automations.
3.20. Redash
• Feature/Setting: Automates scheduled email reports with Redash API, trigger on SQL query refresh.
3.21. IBM Maximo
• Feature/Setting: Automate data extraction and trigger dashboard updates via REST API; couple with reporting engine.
3.22. AppSheet
• Feature/Setting: Scheduled report automation leveraging AppSheet Bots for data refreshes and PDF generation.
Benefits
4.2. Reduces manual labor, errors, and reporting bottlenecks through automated data syncing and dashboarding.
4.3. Accelerates regulatory response by automating compliance-ready dashboard documentation.
4.4. Ensures secure, auditable, and automatedly distributed reporting tailored to user roles and hierarchy.
4.5. Optimizes operational excellence initiatives by supporting real-time, automation-driven monitoring and continuous improvement.