A pilot deployment in one zone or one process typically takes 4–8 weeks from scope to go-live. Full warehouse deployment, including WMS integration, runs 3–6 months for typical projects. Larger and more complex deployments run longer; we set realistic timelines at scoping rather than at go-live.