2025-10-03 · Jonas Adeyemi
Why “fast enough” fails when clinical workloads stack
Clinical workloads rarely arrive as neat periodic tasks. Diagnostics, therapy coordination, and logging can overlap in ways that look benign in isolation yet amplify jitter when combined.
We coach teams to build scenario matrices pulled from risk files rather than wishful user stories. Each column should name a measurable signal—FIFO depth, completion latency, or power rail stability—and each row should map to a requirement identifier your quality standards group already recognizes.
When a scenario fails, resist the urge to “tune until green.” Split the failure into instrumentation uncertainty versus genuine contention. The split keeps arguments grounded when hardware, firmware, and systems testing disagree.
Close the loop with a short memo that states residual risks plainly. Plain language is not pessimism; it is the fastest route to aligned prioritization before verification budgets harden.