Insights
Articles on instrument software, regulation, and evidence-led AI development — written from running projects.
When development and testing depend on a free lab instrument, every iteration gets expensive. Why a simulation layer taken seriously is the most effective architectural investment in instrument software — and how to retrofit one.
Read the article →The standard sounds like a mountain of paper, but it is mainly a mirror of your own development process. The gaps that show up in gap analyses again and again — and the order in which to close them.
Read the article →In regulated environments, AI-assisted development rarely fails on tool capability — it fails on the question of who triggered, justified, and verified a change. A working model that can always answer it.
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