Manufacturing
Connected, measurable shop-floor operations
Workforce operations, IoT monitoring, computer vision inspection and automation for manufacturers and industrial sites.
Operational challenges
Common operational challenges
Contract labour
Attendance, overtime and wages for contract workers are tracked manually.
Machine visibility
Equipment status is checked by walking the floor.
Quality checks
Visual inspection depends on individual judgement and attention.
Disconnected data
Production, maintenance and HR data sit in separate tools.
Potential applications
Where technology can help
Labour and contractor management
Attendance, wages and contractor billing, the scope of Workforce Management (in development).
Machine monitoring
IoT sensors bringing equipment data into dashboards and alerts.
Visual inspection
Computer vision to flag defects for human review.
Robotics and automation
Perception and autonomy software for repetitive tasks.
Potential applications, not descriptions of existing deployments in this sector.
How AINEXIA fits
Relevant products and services
Typical implementation approach
- Site visit and process walkthrough
- Pilot on one line, area or contractor group
- Measure with your team, then extend
- Support and maintenance
Security and governance
- Safety requirements are assessed before any automation touches physical processes.
- Offline-first or on-site operation is assessed where connectivity is limited.
- Worker data is handled with role-based access.
FAQ
Manufacturing: questions
Discuss your project with us
Tell us about your organisation and the process you want to improve.