Manufacturing, CPG, and Retail
Manufacturers, CPGs, and retailers generate large volumes of data trapped in silos—machines and sensors (OT), MES/SCADA, ERP/PLM, suppliers, and stores. The opportunity isn’t another dashboard; it’s instant insight and automation in the flow of work. Connect the data, and teams can spot issues as they happen, resolve them faster, and run at best‑in‑class operational efficiency—balancing throughput and quality while reducing manual triage.

Manufacturing, CPG, and Retail
Plants often stall at pilots because systems aren’t integrated and data isn’t trusted. Our approach is to connect OT and IT into a reliable, governed backbone and then add assistants and automations into shift and planning workflows.
In real time they summarize downtime and likely root causes, predict failures, recommend schedule and changeover adjustments, and trigger CMMS or supplier actions—with humans in the loop.
Start in a high‑ROI area, measure time‑to‑action, OEE, and first‑pass yield, then scale what works across lines and sites with clear ownership, auditability, and cost control. The result is cutting‑edge, instant insight and automation that drives best‑in‑class operational efficiency.
How Manufacturing, CPG and Retail companies work with us to get ahead
Trusted by big and small brands alike



