Knowledge base, blog
Notes from inside the operation.
Written by the engineers doing the work, on floors, in warehouses and inside systems that cannot go down for a reboot. No trend pieces.
The hidden cost of missing inventory
Manufacturers lose millions long before they lose a customer. The product is rarely the expensive part, the search is.
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Cross industry
AI agents: replacing manual workflows with autonomous systems
Most businesses do not have a people problem. They have a workflow that was never designed, only accumulated.
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Cross industry
Your model is fine. Your data pipeline is the problem.
Nine out of ten stalled AI programmes stall at ingestion, not inference. Here is where the time actually goes.
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Energy
Bringing smart devices to life, from firmware to full apps
There is a large difference between building apps and bringing products to life. The gap is firmware, fleet and field reality.
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Three pieces that explain how we work.
If you read nothing else, read the one closest to your operation.
The hidden cost of missing inventory
Nobody can say where a part is without walking the floor.
02 Field serviceWhat a dispatch board looks like once agents run it
Dispatchers spend the day retyping a schedule instead of deciding.
03 Cross industryAI agents: replacing manual workflows with autonomous systems
A workflow grew twelve manual handoffs and nobody designed any of them.
The library
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Roughly monthly. Field notes, measured results and the occasional teardown of a system that did not work.
Last three subjects sent: The hidden cost of missing inventory / AI agents: replacing manual workflows with autonomous systems / Your model is fine. Your data pipeline is the problem.
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