# Klyff Knowledge & Resource Hub

## metadata
- title: Manufacturing AI Resources | Klyff
- route: /resources
- format: hub_overview

## Available Knowledge Repositories

### [Engineering Blog](/resources/blog)
- Practical engineering articles that explain edge AI concepts, deployment decisions, and industrial applications. Use these posts to understand topics such as model optimization, sensing, computer vision, and running AI on production equipment.
links: [/agent/blog.md]

### [Technical Articles](/resources/articles)
- Longer technical and strategic guides for selecting hardware, connecting industrial systems, and planning edge AI from early architecture through production deployment.
links: [/agent/articles.md]

### [Edge AI Glossary](/resources/glossary)
- Concise definitions and context for machine learning, computer vision, edge computing, industrial IoT, and deployment terminology. Use it to disambiguate technical terms used across Klyff resources.
links: [/agent/glossary.md]

### [Industrial Calculators](/industry-calc)
- Reference calculators for manufacturing and engineering measures such as OEE, yield, takt time, cycle time, MTBF, inventory, costing, and fluid systems. Use them for transparent first-pass estimates and operational benchmarks.
links: [/agent/industry-calc.md]

### [Plant Survey](/plant-survey)
- A readiness questionnaire for assessing cameras, sensors, PLCs, network conditions, data access, and operational goals before an edge AI pilot. Use the results to identify deployment constraints and the right starting use case.
links: [/agent/plant-survey.md]

### [Case Studies](/resources/case-studies)
- Field examples showing how edge AI is applied to cold-chain monitoring, retail energy, predictive maintenance, electronics inspection, industrial safety, and healthcare. Use these to compare challenges, solution patterns, and reported outcomes.
links: [/agent/case-studies.md]

### [Ebooks and Guides](/resources/ebooks)
- Downloadable long-form guides and brochures covering edge AI architecture and industry applications. Use them for planning, stakeholder alignment, and a deeper introduction to deployment patterns.
links: [/agent/ebooks.md]