SAMPLE REPORT
This is a real result from the engine - the codes, the evidence sentences, the routing and the money. Below is how a report is generated, and then the final report itself: click any finding and ask it where it came from.
THE GENERATION PROCESS
Intakeno model called
Every file is fingerprinted before anything is analysed, so an exact duplicate can never be billed twice. Capture time and GPS are read from the photo (HEIC included); videos get a poster frame and evenly-sampled keyframes. Location resolves offline through the county that contains the coordinates.
Presence triagethe cheap question
One cheap question - is the subject visible at all? - biased deliberately toward yes, because a frame wrongly rejected here is never examined again. A video is judged across several frames spread over the clip, never by a single instant.
Classificationthe expensive look
The model surveys nine regions of the assembly before assigning anything, then cites taxonomy codes - and only codes that exist in the live registry. Every citation carries quantity, confidence and the visible evidence, measured against the code’s own “looks like” standard. Real findings no code covers are reported as unmatched, never forced.
Pricingno model at all
Deterministic: the code’s price range is snapshotted, multiplied by quantity, adjusted by the resolved metro market, rounded once. Set-priced items never multiply. Anything below the confidence bar is never priced silently - it prices after a human, or a better photo, answers.
Freezethe report becomes data
The finished report is stored as one frozen payload. The browser view, the .txt download and the JSON all render from that same payload - by construction, they cannot disagree. Re-pricing the registry later cannot rewrite a report that was already issued.
THE FINAL REPORT
Three views of the same frozen data: the coded findings with their evidence and price provenance, the nine regions the model surveyed, and the raw JSON payload.
+1 unmatched: Dark biological staining on the rear cabinet wall, spreading from the drain penetration.
Visual evidence
Green oxide crust on both braided supply risers, with a hanging droplet at the left compression nut. Both lines affected - one finding, quantity two.
Price provenance
Registry price $200 · Each → ×2 → $400, then market ×1.0000. Snapshotted at analysis time - re-pricing the registry later cannot rewrite this report.
Want it on your own photos? Open the analyzer - or read how the whole service works.