Sectors
Manufacturing
Plant-floor systems that work when the network does not, and models that read the machines properly.
What we deliver
- Predictive maintenance on equipment telemetry
- Production planning and shop-floor integration
- Computer vision quality inspection
- Downtime and overall equipment effectiveness analytics
Manufacturing is the one sector where an IT decision shows up on a production line within the hour. A dashboard nobody trusts, a sensor poll that saturates the network, or a work order that arrives after the shift has ended all cost real money.
We start on the floor. Understanding what an operator actually does when a machine trips — and which workaround they reach for — tells you more about your maintenance problem than a year of production data will.
Regulatory context
Obligations we design against in this sector. Not legal advice — your compliance team remains the authority on interpretation.
- ISO 9001 and IATF 16949 quality system requirements
- Machine safety and operational regulations
- Environmental and emissions reporting
- Customer-specific quality and traceability obligations
The problems
What we hear in this sector
Recurring problems we are asked to solve. If yours is not listed, it does not mean we cannot — it means you have not described it yet.
Challenges
- Unplanned downtime consuming scheduled changeover windows
- Equipment telemetry spread across incompatible proprietary systems
- Manual quality inspection with inconsistent standards between shifts
- Planning data held in spreadsheets disconnected from live production
Our approach
- Condition monitoring models that forecast component failure ahead of the trip
- Unified telemetry pipelines from presses, CNC and assembly lines
- Machine vision inspection calibrated against operator judgement, not replacing it
- Live production and downtime reporting tied to the planning process
Services
How we would apply this to manufacturing
Which of our service lines typically carry the work in this sector.
Talk to us about manufacturing
Send us the problem in whatever detail you have. A senior engineer replies within one business day, and you will get an honest read on whether we are the right partner for it.