GUIDE01
From AI demo to production system
The architecture, operating and governance questions that should be answered before scaling a prototype.
8 min read · Draft editorial conceptCOMPUTER VISION02
Designing inspection for the factory floor
Why lighting, camera position, line speed, defect definitions and operator workflow matter as much as the model.
7 min read · Draft editorial conceptAGENTIC AI03
Where human approval belongs in an AI workflow
A practical framework for choosing checkpoints, permissions, audit history and exception handling.
6 min read · Draft editorial conceptEDGE AI04
Cloud, edge or hybrid?
A decision guide based on latency, bandwidth, privacy, resilience and lifecycle management.
6 min read · Draft editorial conceptNEWS05
Company announcements
Publish verified partnerships, product releases, events and hiring updates here.
Newsroom templateR&D06
Research notes
Share reproducible experiments, evaluations and practical lessons without exposing client-confidential information.
Technical publication template