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Using Smart Estate

Who This Is For

  • Operations managers who need visibility into work orders and status
  • IT teams who support the server and deployment
  • Admins who manage users, buildings, and system settings
  • Technicians who handle assigned maintenance work
  • Tenants who submit maintenance issues

Simple Flow

  1. A tenant reports an issue.
  2. Smart Estate records the request and uses AI to help classify it.
  3. SLA deadlines are set (response and resolution), and escalation can occur if breached.
  4. The request is reviewed, assigned, and tracked until completion.
  5. Metrics and audit logs are available for operations/admin visibility.

Main Dashboard Views

  • Dashboard for operational KPIs and trends.
  • Maintenance Jobs for ticket-level tracking.
  • Technicians and Buildings for assignment and capacity context.
  • Chat and User Management for operations coordination.

Current Implemented Scope

  • Ticket creation, assignment, status transitions, and completion.
  • SLA monitoring with breached/escalated visibility.
  • AI ticket support with feedback capture.
  • System metrics endpoint and dashboard KPI rendering.

SLA Workflow

  1. Ticket is created with response_due_at and resolution_due_at.
  2. SLA monitor updates sla_status and escalation_level.
  3. Dashboard reflects on_track/at_risk/breached status.
  4. Force-breach endpoint enables controlled breach demonstration.

AI Workflow

  1. AI classifies issue category and confidence.
  2. ai_logs stores predicted category, confidence score, and model metadata.
  3. Admin/operations can submit actual category feedback.
  4. Metrics include AI confidence and feedback coverage.

Out Of Scope

  • Full mobile app parity for all operational/admin workflows.
  • Advanced observability beyond baseline logs/metrics.