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MolTrace · Automation ROI

Automation ROI

Operational value from automation definitions and usage events. Aggregates exclude raw scientific payloads.

Checking backend
Hours saved

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Tasks automated

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Reports generated

reports_generated

Workflows completed

workflows_completed

Analyses completed

analyses_completed

Review tasks completed

review_tasks_completed

Failed jobs

failed_jobs

QC warnings

qc_warnings

Programs

Regulatory Hub events

Privacy-safe activity events tracked in Regulatory Hub — only metadata such as dossier ID, jurisdiction, status, and review state. No regulatory questions, answers, or raw scientific payloads are recorded.

  • regulatory_dossier_created
  • regulatory_requirement_added
  • regulatory_query_answered
  • regulatory_readiness_report_generated
  • regulatory_review_completed
Methods

Top automated tasks

Catalog of all automation task definitions with their default minutes-saved value. Run counts are populated when a per-task event stream is available.

taskcategoryrunsminutes savedhours saved
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Throughput

Workflow value summary

Aggregate workflow completion and time-saved totals across all templates. Hours saved are computed from total minutes saved (÷ 60).

workflowcompleted runsfailed runsaverage durationhours saved
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Quality

Feedback summary

Recent reviewer feedback events across all programs (preview only).

typeratingcomment previewdate
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Renewal Value Report
Generates and refreshes a renewal value report — aggregated automation ROI, hours saved, and workflow metrics. Admin-only; aggregate data only, no individual records.
Demo data
Demo

Illustrative trends

Synthetic weekly series for layout validation only — not derived from your deployment unless backend supplies matching trend payloads.