Hanbridge
2022 · Kia

Kia Sportage

  • —Front left door has secondary paint with small putty repair spot
  • —Front left fender was replaced and repainted
NEGOTIATE
confidence 0.81 · 2/2 verified

Customs and landed cost — quoted by a manager.

Open the car's garage ↗

Confirmed findings · 2

Front left doorhigh · confidence 0.74

Filler under the paint

Inspector report: putty on front_left_door — «водительская дверь вторичный окрас и маленькое пятно ремонтных работ»

voice «водительская дверь вторичный окрас и маленькое пятно ремонтных работ»

Verifier · Muse Spark Open
meta-models/muse-spark-open-1026: Panel matches (водительская дверь = front_left_door) and 'маленькое пятно ремонтных работ' = putty/filler per jargon, but evidence says small spot not high severity.

Front left fenderhigh · confidence 0.87

Panel replaced

Inspector report: panel_replaced on front_left_fender — «переднее левое крыло замена и вторичный окрас»

voice «переднее левое крыло замена и вторичный окрас»

Verifier · Muse Spark Open
meta-models/muse-spark-open-1026: Direct match: 'замена' = panel_replaced for front_left_fender

Listing photo · plate hidden

listing

How the agent worked · 14 steps

  1. index_photosMuse Glimmer0.2 s

    Open-weight triage: Muse Glimmer on our own GPU indexes every photo (view, whole car, panels)

    reused index built earlier by model=muse-glimmer-30b indexed=77 failed=0 wholeCar=3 views={"detail":20,"interior":25,"rear_left":5,"front":2,"front_right":2,"left":4,"rear":3,"front_left":3,"underbody":8,"engine":4,"docu

  2. find_defectsSAM 3.1 + Muse Spark4.4 s

    Spark defect scan on the SAM car crop

    view=right panels=front_right_fender,front_right_door,rear_right_door,rear_right_fender,rear_bumper,roof defects=0: none

  3. read_inspector_reportMuse Spark4.6 s

    Inspector text claims to cross-check vs photo/gauge

    claims=2 findings=2 rejectedQuotes=0

  4. find_defectsSAM 3.1 + Muse Spark6.0 s

    Spark defect scan on the SAM car crop

    view=left panels=front_bumper,front_left_fender,front_left_door,rear_left_door,rear_left_fender,rear_bumper defects=0: none

  5. find_defectsSAM 3.1 + Muse Spark6.0 s

    Spark defect scan on the SAM car crop

    view=rear_left panels=front_left_fender,front_left_door,rear_left_door,rear_left_fender,trunk,rear_bumper,roof defects=0: none

  6. transcribe_noteMuse Voice Transcribe + Muse Spark20.9 s

    Inspector voice: spoken gauge readings with verbatim quotes

    chunks=17 readings=0 findings=0 conflicts=none paint={}

  7. analyze_paint_readingsrules0.0 s

    Deterministic paint classification (≤150/151–220/>220 µm)

    readings=0 paintFindings=0: none

  8. estimate_landed_costmanager quote0.0 s

    Landed cost policy check (no invented numbers)

    {"status":"manager_quote_required"}

  9. make_listing_photoSAM 3.1 + Muse Image2.7 s

    Listing photo with plate hidden (never evidence)

    url=none plateHidden=false backgroundEdited=false plate_not_found

  10. finalize_reportMuse Spark0.0 s

    Assemble verified report and verdict

    finalizing

  11. recheck_panelGlimmer index + SAM 3.1 + Muse Spark5.6 s

    Re-check decided by the agent: front_left_door/putty rests on one source (transcript) — looking for photo evidence

    panel=front_left_door photo=photo_245555_0.jpg (picked from Glimmer index) view=right panelVisible=false onPanel=nothing visible

  12. verifierMuse Spark Open2.9 s

    front_left_fender/panel_replaced supported=true conf=0.99 model=meta-models/muse-spark-open-1026

  13. verifierMuse Spark Open4.7 s

    front_left_door/putty supported=true conf=0.72 model=meta-models/muse-spark-open-1026

  14. make_listing_photoSAM 3.1 + Muse Image27.5 s

    Listing photo with plate hidden (never evidence)

    re-picked whole-car photo (unlabelled): url=/generated/kia-sportage/photo_245546_0.jpg-listing.jpg plateHidden=true

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