Data & Digital Infrastructure Cluster (IIoT, MES, SCADA)

Practical patterns, checklists, and monitoring templates for building reliable IIoT-to-MES/SCADA dataflows and trustworthy operational signals.

Checklist

IIoT Deployment Checklist: From Sensor to Dashboard

Interactive, practical checklist and acceptance-guide to launch IIoT pilots that produce trusted shopfloor signals. Covers metrics, sensor selection and sampling, network and security, edge buffering, tag naming and ownership, data contracts, validation, monitoring, and dashboard readiness — with fields for owners, acceptance criteria, risks, and a readiness score.

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Guide

IIoT Deployment Checklist & Data Governance Starter

A practical, plant-ready guide that expands a compact deployment checklist into step-by-step patterns, acceptance criteria, monitoring checks, and a starter data governance template (naming, ownership, consumers, and change process) you can copy into a pilot. Use this during any small IIoT-to-MES pilot to reduce integration risk, avoid common data-quality traps, and create trustworthy operational signals.

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Template

MES/ERP Data Contract & API Template

A versioned data-contract template and lightweight event/API model to align MES and ERP for trustworthy production, inventory, scheduling, and genealogy. Includes canonical field lists, sample JSON events, versioning rules, error handling, reconciliation test cases, security/ownership notes, and a stepwise rollout checklist.

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Checklist

IIoT Readiness & Edge Architecture Checklist

An interactive, actionable checklist teams can use to validate asset inventories, network and segmentation, tag standards, edge processing, buffering, authentication, mappings, monitoring, and ownership before starting IIoT or MES integrations. Each item lets you record status, remediation notes, and owners so gaps become visible and traceable.

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Playbook

Tag Naming & Manufacturing Data Catalog Playbook

A practical playbook, examples, and operational templates to design and operate a canonical manufacturing tag catalog. Includes naming patterns, required metadata, lifecycle and retention rules, governance roles, onboarding checklist, and an audit script to find duplicates and orphaned signals so analytics, MES, and dashboards are reliable and discoverable.

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Guide

Manufacturing Data Catalog Quickstart

A practical quickstart to create a minimal, useful canonical tag catalog for sensors, PLC signals, historian points, and calculated KPIs. Includes an action plan, naming pattern examples, a recommended metadata spreadsheet schema, governance cadence, common pitfalls, and next steps to make analytics and MES integrations reliable and discoverable.

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Checklist

MES & ERP integration practical checklist

A stepwise, interactive checklist to align master data, event contracts, genealogy, and inventory transactions between MES and ERP. Assign owners, track readiness, capture links to data contracts, and record pilot success criteria.

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Guide

Sensor & Signal Selection Guide for Predictive Maintenance

Practical, field-ready guidance for picking sensor types, mounting approaches, sample rates, and capture practices that actually reveal failure precursors — plus a technician checklist and example failure-mode → signal mappings for realistic predictive-maintenance pilots.

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Checklist

Edge-to-cloud pipeline validation checklist

Interactive checklist to validate time sync, schema/tag handling, buffering and retry behavior, local preprocessing, security, and monitoring for edge-to-cloud pipelines. Use during integration and before pilot sign-off to record test results, evidence, and a go/no-go decision.

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