V Labs
Current work.
Open projects, their status and the question each one is trying to answer.
Prototype
Onboarding without integration
A 3 capture process that binds a new item to a customer’s existing serial, tested with an operating customer. Question. Can a customer be live in a day with no integration work?
Read the note → In production testCondition change detection between captures
Comparing two captures of the same asset to report physical change, for verification and audit. Question. What change is detectable, and at what confidence?
Read the note → PublishedRecovery outcomes in bulk liquidation
Recovery rates by category and lot size across published data, and what the data implies for disposition strategy. Question. Where does disposition strategy change the outcome?
Read the note →Retired
Retired projects
Retired work stays listed with a short note on what was learned. The first entries will appear here as projects conclude.