Reviewer matching engine
- Topic keyword relevance ranking
- Current workload-aware balancing
- Conflict and exclusion rule filters
What the service covers
- Reviewer intelligence: Match by expertise terms, historical response behavior, and current load.
- Automation journeys: Invitation, acceptance, reminder, overdue escalation, and final decision routing.
- Operational controls: Editor dashboards for bottlenecks, aging tasks, and SLA exceptions.
- Compliance logging: Timestamped audit trail for each decision, revision, and reviewer action.
Reporting
Real-time performance reporting includes assignment velocity, acceptance rates, median turnaround, and editor-level throughput by issue and section.
Workflow orchestration details
- Day 0: Reviewer shortlist generated from topic relevance and historical fit.
- Day 1: Smart invitation with fallback sequence if invitation is ignored or declined.
- Day 3-14: Reminder cadence triggers automatically with editor override options.
- Decision phase: Review synthesis and complete audit log are attached to editor decisions.
Operational modules
Reminder automation
- SLA-based reminder triggers
- Escalation to section/editor roles
- Template personalization by stage
Decision intelligence
- Review quality signal tracking
- Revision trend summaries
- Section-level cycle-time analytics
Governance and compliance
- Decision and action timestamp logs
- Role-based action traceability
- Exportable compliance-ready records
FAQ
Can editors still choose reviewers manually?
Yes. The system recommends reviewers, but editors can override or refine the shortlist at any step.
Do we get performance views by section?
Yes. Section-wise, issue-wise, and editor-wise cycle-time analytics are available for operations reviews.
Measured gains
42d→18dmedian decision cycle
3xfaster reminder execution
100%decision audit coverage