Specialized agents, governed by policy and approvals
Go Gtos uses a team of specialized AI agents that retrieve Trade Case context, produce structured recommendations, and defer sensitive decisions to policies and human review.
How agents operate on a Trade Case
Retrieve Trade Case context
Agents read the current state, documents, and history scoped to a single Trade Case.
Structured output
Recommendations are returned as structured, machine-checkable actions—not free text.
Confidence
Each recommendation carries a confidence score against approval thresholds.
Source references
Outputs cite the documents, fields, and rules they were derived from.
Policy checks
The policy engine gates any sensitive action before it can proceed.
Human approval
Sensitive outcomes require explicit human sign-off.
Audit history
Every model, prompt, source, and decision is recorded in the audit trail.
Every agent, with clear boundaries
Agents recommend, coordinate, and prepare actions. They never take sensitive actions on their own.
Trade Case Agent
Maintains the overall state of the Trade Case and coordinates other agents.
- Inputs
- Trade Case record, party data, milestones
- Actions
- Summarize status, surface blockers, sequence next steps
- Boundary
- Cannot approve payments or filings without human sign-off
Supplier Intelligence Agent
Assesses supplier identity, capacity, history, and risk signals.
- Inputs
- KYB data, documents, historical performance
- Actions
- Score suppliers, flag anomalies, recommend qualification
- Boundary
- Does not make final onboarding decisions
Document AI Agent
Extracts and validates structured data from trade documents.
- Inputs
- Invoices, packing lists, certificates, transport docs
- Actions
- Extract fields, match values, flag mismatches
- Boundary
- Flags for human review; does not alter source documents
Customs Agent
Prepares classification and customs readiness for review.
- Inputs
- Product data, HS codes, origin and destination rules
- Actions
- Suggest classifications, assemble filing prerequisites
- Boundary
- No automatic customs filing without human or broker review
Compliance Agent
Runs sanctions, PEP, and restriction screening against policy.
- Inputs
- Party data, watchlists, product restrictions
- Actions
- Screen parties, explain risk, request manual review
- Boundary
- Sensitive decisions remain with licensed professionals
Logistics Agent
Coordinates quotes, carriers, milestones, and exceptions.
- Inputs
- Freight quotes, routes, milestone events
- Actions
- Request quotes, track ETA, raise exceptions
- Boundary
- Cannot commit bookings without approval
Warehouse Agent
Connects receiving, inspection, and delivery evidence.
- Inputs
- Appointments, receiving scans, damage evidence
- Actions
- Reconcile carton counts, attach proof of delivery
- Boundary
- Does not override physical inspection outcomes
Finance Control Agent
Enforces payment and escrow release conditions.
- Inputs
- Ledger entries, release conditions, approvals
- Actions
- Lock or unlock releases, reconcile fees
- Boundary
- No automatic payment release; policy-gated
Risk & Fraud Agent
Detects anomalies and elevated risk across the transaction.
- Inputs
- Behavioral signals, value mismatches, route risk
- Actions
- Score risk, trigger holds, recommend escalation
- Boundary
- Escalates to humans for final determination
Audit Agent
Records every sensitive action into an immutable audit trail.
- Inputs
- Policy decisions, approvals, agent actions
- Actions
- Log events, preserve evidence, produce audit views
- Boundary
- Append-only; cannot delete history
Support Agent
Answers participant questions grounded in Trade Case context.
- Inputs
- Trade Case data, documentation, status
- Actions
- Explain status, draft replies, route to humans
- Boundary
- No public posting or external notices without approval
Analytics Agent
Turns Trade Case activity into operational intelligence.
- Inputs
- Historical cases, cycle times, exceptions
- Actions
- Surface trends, benchmark cycle times, flag bottlenecks
- Boundary
- Illustrative analytics; not financial advice
Guardrails on every sensitive outcome
Autonomy is deliberately constrained. The most consequential actions always require policy checks and human approval.
Help design the operating system for global trade
We are looking for importers, exporters, freight forwarders, customs brokers, warehouses, and payment partners willing to test the prototype and help shape the first pilot.