Route-level voyage risk scoring with 10 intelligence signals

Traditional risk assessment uses port-pair lookups. A vessel going Shanghai to Rotterdam via Suez has different risk than via Cape of Good Hope — but legacy tools score them the same. ArcNautical computes the actual ocean route, then samples 10 intelligence signals along every segment.

SGSIN NLRTM
62
Piracy
78
JWC Listed
85
NAVWARNs
45
Conflict
72
Weather
32
Sanctions
55
Country CII
68
Flag Risk
20
PSC Detentions
15
AIS Anomaly
40

Port-pair lookups ignore the actual route

A voyage risk score should reflect what happens between the ports, not just at them.

Traditional Approach

Port-pair risk tables

Static lookup tables assign a single risk level to each origin-destination pair. Updated quarterly at best. Cannot distinguish between routing alternatives.

  • × Same score regardless of route taken
  • × No real-time intelligence signals
  • × No weather or seasonal variation
  • × Cannot model Monte Carlo uncertainty
  • × No fuel or CII compliance data
vs.
ArcNautical

Route-level scoring

Compute the actual ocean route using A* pathfinding through a 0.05-degree water grid. Sample 10 intelligence signals along every segment of the route polyline.

  • Different score for different routes
  • 10 real-time intelligence signals
  • Live weather along route segments
  • 500 Monte Carlo simulations per voyage
  • Fuel, CO2, CII rating projections

10 signals sampled along the actual route geometry

Each signal is queried spatially against the route polyline. Zero-count signals are excluded from the weighted average denominator — the composite score reflects only what is actually present on your route.

Piracy

Incidents along the route corridor

IMB, ReCAAP

JWC Listed Areas

War risk premium zones

Joint War Committee

NAVWARNs

Active navigational warnings

NGA Broadcast

Conflict

Intensity along transit countries

GDELT Events v2

Sanctions

Transit country exposure

OFAC, UN, EU

PSC Detentions

Port state control history

Paris/Tokyo MOU

Flag Performance

Flag state white/grey/black list

Paris MOU

Weather

Wind, wave height, sea state

Open-Meteo Marine

AIS Anomaly

Dark activity, spoofing zones

AIS Position Data

Country Instability

Composite instability index

CII (transit countries)

500 Monte Carlo simulations per voyage

Point estimates are not enough for underwriting decisions. ArcNautical runs 500 simulations per voyage with AR(1) correlated weather uncertainty to produce an ETA distribution, fuel consumption range, and probabilistic risk bounds.

ETA distribution: P10, P50, P90

Instead of a single expected arrival time, get a probability distribution. The P10 is the optimistic case (10th percentile), P50 is the median, and P90 is the pessimistic case. Weather uncertainty is modeled with AR(1) autocorrelation (rho = 0.85) — because bad weather days tend to cluster, not alternate.

Beaufort curves per vessel type and load condition

Fuel and emissions estimates

Fuel consumption modeled using the Admiralty cubic law: consumption scales with the cube of speed. Each vessel type has reference consumption rates. CO2 calculated using IMO MEPC.364(79) emission factors per fuel type (HFO 3.114, VLSFO 3.151, MGO 3.206, LNG 2.750 tonnes CO2 per tonne of fuel).

Supports HFO, VLSFO, MGO, LNG fuel types

CII rating projection

Calculate the Carbon Intensity Indicator per IMO MEPC.339(76) and MEPC.354(78). Get the projected CII rating (A through E) for this voyage based on vessel type, DWT, distance, and fuel consumption. Includes the annual tightening factor — so a voyage that rated B in 2024 might rate C in 2026.

IMO DCS-compliant methodology
ETA Distribution — Singapore to Rotterdam via Suez
P10: 18.2d P50: 20.4d P90: 23.1d
Projected CII Rating — 60,000 DWT Bulk Carrier
A
B
C
D
E
Projected rating: B · CII attained: 6.82 gCO2/(DWT·nm) · Reference: 8.14

Structured PDF reports for underwriting, compliance, and fleet ops

Voyage Risk Report

Complete voyage risk assessment with composite score, all 10 signal breakdowns, route map, waypoint timeline, and risk driver analysis. Designed for underwriter review.

Route Comparison

Side-by-side comparison of alternative routes (e.g. Suez vs Cape). Risk score, transit time, fuel consumption, CO2 emissions, and CII rating for each option.

Piracy Briefing

Regional piracy intelligence brief with incident density maps, trend analysis, source attribution (IMB, ReCAAP), and recommended transit precautions.

Voyage risk data for the people who price, plan, and manage voyages

Marine underwriters

War risk, hull and machinery, cargo. Price premiums based on actual route risk, not outdated port-pair tables. Compare routes to quantify the risk delta when a vessel diverts around a high-risk zone.

Shipbrokers

Provide voyage risk data alongside freight quotes. Differentiate on intelligence. A broker who can quantify the risk difference between Suez and Cape routing adds value that a rate sheet alone cannot.

Fleet managers

Monitor voyage risk across the entire fleet. Get alerts when a vessel enters a high-risk zone or when risk conditions change along a planned route. CII projections help with regulatory compliance planning.

Compliance consultancies

Structured, auditable voyage risk assessments for clients who need to demonstrate due diligence. PDF reports with full methodology notes that satisfy regulatory review requirements.

Select two ports. Get a real risk score.

ArcNautical computes the actual ocean route and scores it against 10 live intelligence signals. Free voyage scoring — no signup required for your first assessment.

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