AI Trust Infrastructure
Monitor AI-assisted trust operations for verified quote requests. Providers, fallbacks, and review status are surfaced here so no AI result is treated as verified before human approval.
Provider Status
Operator-in-the-loop verification layer
Review Policy
Trust-critical outputs route through expert verification before reaching trade counterparties.
Recent Reports
Beta
Invite-only operator access during pilot
Human-verified by design
Cross-border vehicle trade involves first-time trust between counterparties separated by thousands of kilometers and multiple currencies. We architected this as a human-in-the-loop system from day one — not because the AI needs babysitting, but because the use case demands it. Our agents handle the heavy lifting; experienced operators verify outputs before they reach trade counterparties. The result: AI-speed throughput with human-grade trust.
A multi-agent orchestration layer
Specialist agents work in coordination across the trade lifecycle. A coordinator classifies each submission, routes it to the right specialists, and composes their outputs into a single trade record — domain-specialized for Korean automotive trade workflows.
Intake
Dealers submit vehicle data, photography, and documents through a unified interface.
Orchestration
A coordinator classifies each submission, routes inputs, and manages shared state.
Specialist agents
Tuned agents handle vision, documents, pricing, and logistics in parallel.
Verification
Outputs route through expert operators; their decisions feed back as training signal.
Output
A unified trade record with confidence-scored fields and a full audit trail.
Vision Inspector
Assesses vehicle condition from auction-grade photography.
Surfaces hidden damage before a buyer commits across thousands of kilometers.
Reviewed 2026-07-04
Document Intelligence
Extracts structured data from Korean auction sheets and supporting paperwork.
Removes the language and paperwork friction that stalls cross-border deals.
Reviewed 2026-07-03
Pricing Oracle
Generates corridor-aware estimates calibrated to destination-market signals.
Prices for the destination market, not just the Korean auction floor.
Reviewed 2026-07-03
Logistics Navigator
Coordinates routing and shipping milestones.
Turns an approved quote into a tracked, milestone-aware shipment.
Smart Matcher
Pairs buyer inventory needs with available supply.
Routes demand to the right supply instead of leaving it to manual search.
Reviewed 2026-07-03
Why a multi-agent system, not a single model
Cross-border vehicle trade is not one problem — it's four. Visual condition assessment, multilingual document understanding, corridor-aware pricing, and logistics coordination each have distinct data modalities, error profiles, and verification needs. A single general-purpose model treats them as one task and underperforms on all four. Our multi-agent architecture lets each specialist agent be tuned, evaluated, and improved independently — while the orchestration layer composes their outputs into a single trade record.
Document Intelligence
Korean Auction Sheet Parser (OCR + Translation)
Upload Auction Sheet
Supports PDF, JPG, PNG (Max 10MB).
Automatically detects Korean text.
Vision Inspector
Multi-factor AI exterior condition analysis
Quote support with fallback state
*Demo Mode: AI-generated estimate for a 2022 Kia Sportage — not verified market data. Operator review applies before any quote.
Logistics Navigator
Destination-port estimate and shipping milestone workflow. Awaiting a tracking-provider integration — no live tracking is shown until then.
Access RestrictedCaptain Cargo
Smart Buyer Matcher — suggestions from live inventory. Sign in to run a search.