We start by inventorying your current systems — typically 8–15 tools — and mapping how master records flow between them. This reveals the true integration picture, not just the documented one.

We run a focused MES-centric pilot targeting one KPI — yield improvement, OEE, or lead time reduction. Scope is deliberately narrow to prove value fast and establish a template for scale.

Deploy managed connectors that replace brittle scripts, and build the canonical data model — one source of truth for customers, SKUs, orders, and inventory across all systems.

Roll the proven model out across additional plants, systems, and use cases. Training, runbooks, and compliance checks keep quality high as you scale — without growing your IT headcount.