Pilots & Engagement Models
Practical, measurable engagements designed to prove outcomes quickly and create a reproducible path to scale.
12‑Week Pilot (typical)
- Week 1–2: Discovery, baseline KPIs, and success criteria.
- Week 3–6: Device & sensor deployment, minimal integration, initial model training.
- Week 7–10: Logistics LLM proof, vision telemetry validation, iterative improvements.
- Week 11–12: Final deliverables, exportable archive, ROI estimate, and go/no‑go.
Example KPIs
- Unplanned downtime reduction (target 15–30% during pilot)
- Incident review time reduction (target 40–70%)
- Fuel/energy efficiency uplift (target 3–8%)
- Driver/cohort coaching adoption (qualitative +10–20%)
