Notes from the connected frontline.
Ideas, research, and field lessons on digital twins, AI, and the connected worker, for the teams that run asset-heavy operations.
Closing the industrial skills gap: capture expert knowledge before it retires
A retirement wave is colliding with a hiring shortage. How to capture veteran expertise and turn new hires into confident operators, on a digital twin.
Connected worker solutions: the market redefining the industrial frontline
80% of the global workforce is deskless, yet barely digitised. Inside the forces, the numbers, and the buyer's checklist for the fast-growing connected worker market.
The connected worker in energy & utilities
Grids and plants built by a retiring generation, run on safety-critical procedures. How a digital twin keeps critical infrastructure safe and auditable.
Cutting unplanned downtime with digital twins
Downtime is usually a search problem, not a repair problem. How putting knowledge, data, and guidance on the machine cuts mean-time-to-repair.
Safer permit-to-work with digital twins
The gap between the written permit and the work in the field is where incidents live. How guided, verified isolations on a twin close it.
The connected port: digital twins for terminals
Vast, always-on sites where knowledge rotates with the crews. How a digital twin of the terminal shrinks the time to find and fix any asset.
Audit-ready CPG & food production
Throughput and compliance, without trading one for the other. How guided changeovers and sanitation on a twin keep a plant audit-ready by default.
GMP-ready pharma on a validated twin
Under GMP, undocumented work didn't happen. How guided, verified procedures on a twin make inspection-readiness the default state.
Predictive maintenance that prevents downtime
Fix-on-failure and fixed-calendar servicing both waste money. How IIoT predictive maintenance on a digital twin routes the signal to the technician at the asset.
Industry 4.0: lessons from the lighthouses
The gap between a pilot and a lighthouse is rarely the technology, it's whether the frontline can use it at scale. What the WEF network reveals.
Augmented reality on the industrial frontline
AR's value isn't the headset, it's putting the knowledge a company owns where the physical work happens. The three jobs it does well.
Data integrity in pharma: ALCOA+
In regulated manufacturing, the record is as important as the product. What ALCOA+ means and how guided digital execution makes it the default.