Neurosymbolic AI that combines learned patterns with hard-coded physical and regulatory constraints. Multiple specialized agents collaborate per voyage — weather, fuel, compliance, risk, trade — producing explainable decisions for every nautical mile.
Every voyage is a constraint-satisfaction problem — weather, fuel, emissions, compliance, commercial timing. We built the system that solves all of them simultaneously, explains why, and gets better with every nautical mile.
VesselFront is infrastructure for the next generation of maritime decision-making — designed to serve as an AI layer inside fleet management systems, foundational models, and LLM agents.
Five specialized agents — route, fuel, emissions, safety, trade — collaborate per voyage using structured communication and game-theoretic optimization. Not a single black-box model.
Combines learned patterns with hard-coded physical and regulatory constraints. Handles novel scenarios — new fuels, new routes — where pure ML fails. Transparent reasoning chain.
Web-based SaaS with zero install. RESTful APIs embed into any fleet management or ERP system. Designed as an AI layer inside foundational models and LLM agents.
Natural-language route justifications for masters, charterers, and auditors. Audit-ready outputs for CII, EU ETS, and FuelEU Maritime compliance reporting.
System → Distribution → User. Reimagining how navigators will chart routes tomorrow.
Agents interact through structured communication protocols with game-theoretic collaboration — no hallucinations, no ambiguity.
The heart of AI in shipping is AI routing.
CII ratings tighten annually. EU ETS covers shipping. FuelEU Maritime mandates escalate. Carbon border adjustments expand TAM globally.
LNG, methanol, ammonia, hydrogen — sparse bunkering networks require co-optimization of route and fuel availability.
P&I clubs moving to voyage-level risk pricing. Explainable route decisions equal due diligence proof and premium reductions.
AIS, Copernicus satellites, port congestion, piracy feeds — API-centric architecture becomes the integration layer.
IMO and major ports push JIT to cut anchorage emissions. Extends weather routing into full voyage optimization.
Hull-specific performance models replace generic routing. Calibration to individual vessels raises switching costs.
Fleet management platforms and maritime ERPs become distribution partners. API-first means embeddable, not standalone.
Red Sea disruptions, Arctic viability shifts, sanctions routing — dynamic re-routing is now constant, not edge-case.
RESTful API with full OpenAPI 3.0 specification. Embed route intelligence into any fleet management or ERP system.
curl -X POST https://api.vesselfront.com/v1/optimize \ -H "Authorization: Bearer $VF_KEY" \ -H "Content-Type: application/json" \ -d '{ "vessel_imo": "9315800", "from": "HAIFA", "to": "RIO DE JANEIRO", "depart": "2026-03-14", "mode": "fuel_efficiency", "constraints": { "cii_target": "A", "max_wave_m": 4.5 } }' // Response includes route waypoints, // agent reasoning, and LLM explanation
Optimization results returned in under 500ms. Webhook support for async batch processing.
Native integration with major maritime ERPs. SDKs for JavaScript, Python, and Java.
Route files in RTZ, CSV, PDF, GPX. ECDIS-compatible waypoint delivery.
OAuth 2.0 with JWT. SOC 2 compliant. Rate limiting at 100 req/min per key.
Every response includes structured reasoning and natural-language explanations. Feed directly into your own AI systems.
A tested and harmonized team of top scientific and ethical caliber.
InMode — startup to multi-billion dollar Nasdaq listing. Deep experience scaling ecosystems.
Third-generation maritime native, 20 years in software. Knows why captains reject software — and how to build what they use.
Serial entrepreneur with strategic access to major fleet owners. Drives high-level business development.
Expert in noisy, high-dimensional data. Translates research into production-grade code.
World authority on Complex Event Recognition. One of the most influential AI scientists globally.
Maritime Law and Data Science. Ensures the AI solves real regulatory problems — EU ETS, CII.
Oceanographer with global reputation. Her team delivers state-of-the-art AI wave modelling.
30 years across Credit Suisse, UBS, and PENSADOR. UHNW and family office networks across Europe.