ARGUS
Photograph an Item. Get an Evidence-Backed Answer.
ARGUS is physical asset intelligence. Photograph an item and it answers four questions: what is it, what is it worth, how certain are we, and what should be done with it. It recognizes the item from its labels and photos — or says honestly when it can't — grades visible condition from the evidence, finds real comparables to compute a valuation range with calibrated-when-possible confidence, and recommends an action with a review-ready listing drafted for you. Every estimate ships with its evidence, its confidence, and its limitations, and nothing is ever sold autonomously.
System Capabilities
Evidence-First Identification
Recognizes the item from its labels, markings, and photos, and reports honestly when the evidence does not support an identification instead of producing a confident guess.
Condition From Evidence Only
Grades visible condition from what the photographs actually show. Function is never inferred from an image — an untested item is reported as untested, not as working.
Comparable-Backed Valuation
Finds real comparables and computes a value range rather than a single number, with confidence that is calibrated wherever the underlying data supports calibration.
Recommendation & Draft Listing
Suggests what to do with the item and drafts a listing ready for human review. ARGUS never lists or sells anything on its own.
Confidence and Limitations Attached
Every estimate ships with the evidence behind it, the confidence in it, and the limitations of it — so a reviewer can see exactly how much weight the number deserves.
Deployment Process
Photograph the Item
Capture the item and its labels. ARGUS works from the photographs themselves rather than from a description someone typed in.
Get an Evidence-Backed Assessment
Identification, visible condition, and a comparable-backed valuation range come back together — each one carrying its evidence, confidence, and limitations.
Review and Act
ARGUS recommends an action and drafts a review-ready listing. A person makes the call; nothing is listed or sold autonomously.
Limited Access
ARGUS is in limited access while we expand the comparable data behind its valuations. Tell us what you need assessed and we will scope a deployment with you.
Request access
Scoped deployment · evidence, confidence, and limitations on every estimate · no autonomous sales
Connects to Your Existing Stack
ARGUS plugs into the platforms you already run.
Common Questions
What does ARGUS actually tell me?
For a photographed item: what it is, what condition it appears to be in, what it is worth as a range against real comparables, how confident the system is, and what it recommends doing with it — each answer carrying its supporting evidence and its limitations.
Will it tell me whether something works?
No. Function is never inferred from a photograph. ARGUS grades visible condition from evidence and reports an untested item as untested.
Does it sell items for me?
No. It recommends an action and drafts a listing ready for review. Listing and selling remain human decisions — there is no autonomous sale.
How do I get access?
ARGUS is in limited access today. Contact our team and we will scope a deployment with you.
See ARGUS Running Live
We will show you ARGUS processing real data in a live demo. No slides. No pitch deck. Just the system running.
See It Run