Picture a mid-size digital bank on the Thursday before a release. The build is green, and someone from ICT risk asks two quiet questions: who approved this change, and can you show it wasn't the person who wrote it? Then a third: which data did the regression suite...
Traceability under ISO 13485 and IEC 62304 means you can follow every software requirement to the risk controls it implements, the tests that verify it, and a recorded result on a released build, and back again. The manufacturer owns that chain in its QMS. A software...
Most bank AI pilots do not fail on model accuracy. They stall because nobody planned for the controls that every production system in a bank must pass: model risk review, data access approval, change and release management, third-party risk under DORA and, for some...
Compliant healthcare and biotech software often costs 15–25% more than a standard build because the budget must cover more than features and engineering hours. The additional cost usually comes from validated cloud architecture, audit trails, security testing,...
When your Class II medical device includes software, your software vendor's quality system doesn't just support your product, it becomes part of your FDA regulatory filing. The difference between a smooth 510(k) clearance and a months-long delay often comes down to...
Who’s legally liable when your software vendor touches PHI? The call that changes everything It’s 2:17 AM on a Saturday when your phone rings. On the other end: your security lead, voice tight. “One of our vendors just confirmed a breach. They’re not sure how many...
At Areus, we often say: if you want to understand how serious a team is about security, don’t ask about their tools. Ask what they do when something almost breaks. This post is a story about one of those “almost” moments and how building better detection changed not...
How much can FinOps realistically save on cloud infrastructure? A realistic target is 20 to 35% in ongoing savings, with 40%+ possible when FinOps drives architectural change. Multiple studies and practitioner reports land in roughly the same place, and the figure...
How does an extended engineering team work for SaaS scale-up? A SaaS company can gain thousands of users quickly. But behind every successful growth story is a difficult question: Can the engineering team scale at the same speed as the product and customer...
How can biotech labs turn AI prototypes into production-ready software? A biotech lab can build an impressive AI prototype in a few weeks. Turning that prototype into reliable, secure, production-ready software is a different challenge entirely. A prototype may...
