Executive Summary

Many mid-to-large manufacturers—roughly 120,000 globally—face fragmented shop-floor data scattered across PLCs, legacy MES, spreadsheets and siloed ERPs, which impedes real-time decision-making, prolongs downtime and hides true OEE from plant managers and quality teams. Production planners and operations leads repeatedly get delayed or conflicting KPIs because integrations are custom, brittle and latency-prone, causing digital initiatives to stall when integration costs and risk exceed expected ROI. The product would be a unified visual ERP layer that harmonizes telemetry via OPC‑UA/MQTT connectors, overlays ERP and MES transactional context, and executes Edge AI for on‑prem inference to deliver low-latency alerts and privacy-preserving analytics. The architecture pairs a connector framework and canonical data model with a visualization-first UX and verticalized KPI templates; commercial targets align with a $300K ACV per site within a $36.0B addressable market, and the approach aims to shorten connector build cycles from months toward weeks. This moment is attractive: IIoT standardization reduces connector engineering, Edge AI enables on‑prem inference to preserve IP and cut latency, and accelerating cloud ERP adoption creates clear anchoring systems—together underpinning a market score of 92/100 and revenue potential 88/100. To stand out you must be pragmatic: ship prebuilt ERP and PLC adapters, focus on a few high-value verticals, and prove out on‑prem reliability rather than trying to replace incumbents; be honest that competition is medium, sales cycles are long and upfront engineering is non‑trivial, so pursue this only if you can fund connector certification and a field sales motion to realize the upside.

Market Opportunity

Disconnected shop-floor data hinders production — unified visual ERP targets a $36.0B = 120,000 mid/large manufacturers x $300K ACV (ERP+MES+visualization add-ons) total addressable market with medium saturation and a year-over-year growth rate of ~10% CAGR for manufacturing software & MES adoption.

Key trends driving demand: Edge AI -- on-prem inference reduces latency for real-time alerts and preserves IP.; IIoT standardization -- OPC-UA/MQTT adoption lowers connector build-time and enables unified telemetry.; Cloud ERP adoption -- mid-market cloud ERP uptake creates anchor systems to layer visual tooling.; Low-code integration -- non-engineer configuration reduces professional services dependency..

Key competitors include Siemens Opcenter (Siemens Digital Industries), Plex (now part of Rockwell Automation), Epicor ERP, Katana (SMB MRP), Odoo (adjacent workaround).

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Disconnected shop-floor data hinders production — unified visual ERP

Executive Summary

Market Validation

Market Opportunity

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