InvexalAIoT
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Field Notes.

Writing from our engineers about deploying AI in the physical world — the constraints, the failures, and the patterns that survive contact with production.

Coming soon

First articles are in editing

Here's what the launch series covers. Until then, the case studies are the best reading on how we work.

Computer vision

What your CCTV estate can already do — and what it can't

AI agents

Agents in operations: where autonomy earns trust

AIoT

Edge vs. cloud: the decision tree we use on every deployment

Delivery

Why AI pilots die — and the 4–8 week structure that survives