Industrial AI6 min
Why your inspection model fails on the second shift
Lighting changes, operators change, and the camera gain follows. A short note on capture discipline and what to log so drift is diagnosable.
TODO: publish article
INSIGHTS
Notes from the floor and the bench.
Engineering write-ups on edge deployment, industrial data and practical quantum. No thought leadership.
PLANNED WRITE-UPS
Six pieces on the publishing queue.
Cards are placeholders. Each becomes a full article once the underlying work is finished and reviewable.
- Physical AI8 min
Latency budgets for closed-loop vision
Working backwards from conveyor speed and reject-gate position to a per-stage millisecond budget, and what that rules out.
TODO: publish article
- Quantum9 min
A benchmark before a QPU
How to construct a defensible classical baseline for a scheduling problem, so a quantum result means something afterwards.
TODO: publish article
- Quantum7 min
Quantum-inspired, plainly explained
What the term covers, which solvers belong in the category, and when they beat a general-purpose MILP solver.
TODO: publish article
- Engineering10 min
Retrofitting sensors onto old assets
Mounting, sampling rate, power and data paths for vibration monitoring on machines with no network and no spare I/O.
TODO: publish article
- Engineering5 min
What to hand over at the end of a build
The handover checklist we use: weights, configs, schematics, runbooks and the retraining path. Written so the client can leave.
TODO: publish article
Editorial policy
We publish method and numbers, or we do not publish.
Articles state the setup, the baseline and the measurement. Where a client cannot be named, the numbers are normalised and that is stated plainly. We do not publish predictions about the industry.
NEXT STEP
Want a write-up on something specific?
Tell us the problem. If we have solved it, we will write it up.