What great looks like (KPIs we design for)

  1. MTTR, repeat dispatch rate

  2. appointment promise accuracy, dispatch lead time

  3. van stock accuracy, returns cycle time

  4. (wrench time vs. travel/idle), overtime mix

  5. (check completion, incident rate)

  6. (defect recurrence, CSAT/CSI, NPS)

  7. (actions proposed/executed, approval pass rate, time saved, error prevention)

Typical integration map (illustrative)

  • ERP/WMS: price, ATP, reservations, serials, warranties, invoices/credits
  • IoT/Telematics: alerts, DTCs, usage counters
  • TMS/Carrier: label/booking, track & trace, returns
  • PLM/DMS: manuals, drawings, rev control
  • Payments/Tax: field collection, refunds, compliance
  • CCaaS/IVR & Messaging: appointment booking, status, proactive notifications
  • Data Lake/BI: job, parts, and quality telemetry for continuous improvement

Getting started

30-day rapid assessment

current KPIs, capacity & parts baselines, optimization quick wins, and a risk map.

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90-day blueprint

one domain to value (e.g., warranty jobs, PM, or depot), two critical integrations, one Agentforce skill, field mobile hardening, and a defensible KPI target.

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