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Illustrative architecture: A shipping line prepares a port call while arrival estimates, terminal readiness, pilot availability, and cargo documents change independently. Operations staff need a coherent readiness picture. Agents support coordination and document checks; masters, pilots, terminal operators, and authorized officials retain navigation and clearance authority.
Problem
Estimated arrival is not a berthing commitment, and a complete document packet is not official clearance. Conflicting timezones and late cargo updates can make a schedule appear feasible when an essential service remains unconfirmed.
Why a multi-agent system?
Arrival, terminal, document, and service-coordination specialists inspect separate interfaces. A durable port-call workflow tracks dependencies and authoritative acknowledgements without granting agents control over navigation or official declarations.
Intended outcome
The intended result is a reviewable operational decision with source evidence and explicit ownership. Measure coordination clarity and unresolved dependency age alongside port-call performance. Berthing and cargo outcomes depend on physical operations and authorized decisions; a complete agent packet does not itself establish operational or regulatory readiness.
Specialist agent team
Arrival evidence agent
Compare authenticated vessel updates and estimated arrival revisions.
Tools
Vessel operations feed
port-call event reader
Authority boundary
Cannot navigate, issue sailing instructions, or treat estimates as confirmed arrival.
Terminal readiness agent
Check berth plans, cargo readiness, and handling constraints.
Tools
Terminal operating query
berth planning API
Authority boundary
Cannot assign berths or override terminal restrictions.
Document completeness agent
Compare supplied agency documents with the configured port-call checklist.
Tools
Document repository
checklist service
Authority boundary
Cannot declare customs clearance or sign official submissions.
Service coordination agent
Draft pilot, tug, and agency coordination requests with dependencies.
Tools
Service availability API
port-call draft workspace
Authority boundary
Authorized operators approve bookings and external communications.
Enterprise systems
Vessel and port-call systems
Provide voyage identity, event timestamps, and source-owned arrival estimates.
Terminal and service platforms
Own berth allocations, cargo operations, pilot or tug confirmations, and local constraints.
Agency document workspace
Retains submitted documents, official acknowledgement references, and authorized correspondence.
Architecture diagrams
Port call readiness and exception coordination — logical architecture — Specialists produce bounded findings; the evidence ledger preserves source versions and human decisions before an authorized adapter changes a system of record.
Failure and decision sequence — A local-time berth window is interpreted as UTC. The workflow records unresolved work and resumes only after the source state and reviewer authority are checked.
sequenceDiagram
participant O as "Case orchestrator"
participant S as "Vessel and port-call systems"
participant H as "Accountable reviewer"
O->>S: Read port-call and document status
S-->>O: Documents submitted but acceptance pending
O->>H: Present unresolved official dependency
H-->>O: Approve agency follow-up
O->>S: Track acceptance reference separately
Runtime flow
1
Open port-call case
Bind vessel, voyage, port, terminal, and responsible operator using governed identifiers and explicit timezones.
2
Reconcile arrival evidence
Compare estimate revisions and report age; retain uncertainty instead of converting a predicted time into a commitment.
3
Gather readiness constraints
Retrieve berth, cargo, pilot, tug, and agency dependencies from their authoritative owners.
4
Check documentation
Apply the configured document checklist and distinguish submitted, accepted, rejected, and pending official states.
5
Prepare coordination options
Show operators feasible sequences and unresolved confirmations without proposing navigational or clearance decisions.
6
Record approved coordination
Submit authorized booking or document requests with stable keys and track each external acknowledgement before declaring readiness.
Failure recovery
A local-time berth window is interpreted as UTC.
Detect: Timezone validation conflicts with terminal metadata and service booking intervals.
Recover: Block the schedule, normalize times with source timezone, and request operator review of affected bookings.
Documents are submitted but official acceptance is pending.
Detect: Acknowledgement state lacks a valid acceptance reference.
Recover: Keep clearance pending and route follow-up to the authorized agent instead of reporting the vessel cleared.
Security & decision boundaries
Keep navigation, vessel safety, and official clearance decisions outside agent authority.
Attach timezone, source, and revision to every arrival and service-window timestamp.
Distinguish document completeness from submission and official acceptance.
Require operator approval for pilot, tug, berth-related requests, and agency correspondence.
Track service reservations and release expired options to avoid conflicting bookings.
Operational metrics
Measurement definitions, not promised improvements.
Readiness packet latency
Time from port-call update to operator-reviewable dependency and document status.
Confirmation completeness
Required services with current authoritative acknowledgements divided by required services for the approved plan.
Timestamp consistency
Audited schedule events with correct timezone and source revision divided by audited events.
Pending dependency age
Elapsed time of each unresolved readiness dependency, reported by owning organization.
Architecture tradeoffs
Decision
Benefit
Cost
Shared readiness view
Makes cross-organization dependencies visible.
Source owners may update at different cadences.
Explicit acknowledgement states
Prevents premature readiness claims.
Operators must manage more intermediate workflow states.
Revision-aware scheduling
Handles changing arrival estimates coherently.
Frequent changes can cause reservation churn and repeated review.
Rollout plan
Completed port-call replay
Operators validate timezone handling, document states, and conflicting service confirmations.
Shadow operations pilot
One port route evaluates readiness packets without bookings or official submissions.
Approved coordination integration
Selected service requests launch after pending-clearance and changed-arrival exercises pass.