SSDLC evidence can look complete while the record needed to judge risk is scattered.
Earlier case preparation protects review time, while explainable evidence protects the manager's judgment.
Who you’d be doing this for
“I wear this every day, so I need to know my health data isn't getting loose behind the scenes.”
Ian Reid · Performance-Oriented Athlete
A member whose recovery, sleep, and training guidance depends on trustworthy handling of biometric data.
What is at stake
SSDLC assessments can look ready while the evidence needed to judge a control is scattered or stale. You must weigh faster case preparation against explainability and human review of every risk call.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- faster evidence assembly vs. human risk judgment
- case recall vs. false-positive burden
- auditability vs. sensitive-data minimization
- deterministic validation vs. contextual monitoring
Why WHOOP
WHOOP wearable data and member health insights depend on secure product changes with traceable control evidence.
Written with these in mind
Not your kind of problem? 40 more at WHOOP, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.