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Manufacturing & Operations


A practical knowledge hub that helps manufacturers of every size improve safety, quality, productivity, and resilience through continuous learning, structured practices, and intelligent execution.
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Operational Excellence Framework (Journey)

A staged transformation journey that helps organizations adopt daily management, CI, and data-driven decisions.

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Available Resource

Operational Excellence Framework (Journey)

A staged transformation journey that helps organizations adopt daily management, CI, and data-driven decisions.

Free

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Build an Intelligent Manufacturing System: From Data to Daily Decisions

A practical, staged transformation journey that helps manufacturers connect data, people, and processes to make better daily decisions and make continuous improvement habitual.

Free

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How Do We Improve Our OEE? Practical Playbook for Frontline Teams

Step-by-step guidance for measuring OEE reliably, diagnosing top losses, running rapid experiments, and embedding operator-centred fixes so availability, performance, and quality improve.

Free

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Continuous Improvement & Lean Toolbox

Practical CI recipes, event playbooks, and sustaining practices that involve every worker.

Free

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General Manufacturing Tools Library

Reusable checklists, experiment templates, decision aids, calculators and meeting agendas for everyday work.

Free

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Daily Ops KPI Huddle: Focused Reviews for OEE, Downtime, and Quality

A reproducible 15‑minute huddle format with agenda, roles, escalation rules, and simple data templates to keep shift teams focused on OEE, downtime, and quality.

Free

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Production & Scheduling Toolbox

Practical methods and templates to schedule, sequence, and level production while protecting delivery and minimizing inventory.

Free

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Quality & Process Control Toolbox

Practical SPC, FMEA, inspection, and first-pass-yield playbooks to build quality into processes.

Free

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Maintenance & Reliability Toolbox

Playbooks and audits for preventive, predictive, and reliability-centered maintenance.

Free

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Predictive Maintenance Readiness Audit

A free, structured audit that evaluates sensor coverage, data quality, maintenance processes, and organizational readiness for practical predictive maintenance pilots.

Free

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Workforce, Training & Knowledge Playbook

Accelerated training, digital work instruction patterns, and tribal knowledge capture methods.

Free

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Safety & EHS Playbook

Practical programs to reduce injuries, embed near-miss learning, and build everyday safety behaviors.

Free

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Supply Chain & Inventory Toolbox

Practical methods to reduce inventory, improve supplier performance, and protect on-time delivery.

Free

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

Technical patterns and monitoring templates for sensors, gateways, MES/ERP integration and reliable dataflows.

Free

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Real-Time Monitoring & Dashboards Cluster

Curated guidance, recipes, and templates for SCADA/IIoT dashboards, real-time OEE, alerts, and operator-facing displays.

Free

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Analytics & Industrial AI Toolbox (Research Templates)

Pilot blueprints and evaluation templates for applied AI: anomaly detection, predictive quality, scheduling, and vision.

Free

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Where Should We Use AI First? — AI Opportunity Mapping for Manufacturers

A short research process that helps teams map processes, data readiness, and business impact to prioritize safe, high-value AI pilots.

Free

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Automation & Robotics Toolbox

Practical playbooks and checklist templates for integrating automation, cobots, vision and controls.

Free

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Sustainability & Energy Playbook

Practical templates to reduce energy use, material waste and improve regulatory readiness and reporting.

Free

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Governance & Audits Collection

A set of readiness audits for quality, regulatory, safety and operational governance.

Free

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Emerging Technologies & Research Opportunities

A curated collection of research project prompts and trend watches for durable emerging topics (digital twins, edge AI, autonomous cells).

Free

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