Current work.
Open projects, their status and the question each one is trying to answer.
Photographic onboarding without integration
A three 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?
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Condition 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?
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Recovery 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?
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Retired projects
Retired work stays listed with a short note on what was learned. The first entries will appear here as projects conclude.
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Present a problem to V Labs.
Where a problem is real and the platform is close, V Labs will build the smallest thing that tests it.