twins

Post‑2025 supply chains treat resilience as a system property—designed, measured, and improved continuously. SaaS provides the control plane: multi‑tier visibility, risk sensing, demand/inventory optimization, digital‑twin simulations, and execution orchestration across partners. The winning pattern blends data network effects (supplier, logistics, and risk networks), AI/ML for sensing and re‑planning, and policy guardrails for ESG/compliance—delivered as modular … Read more