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DSG.AI

AI Infrastructure · Maritime

AI Infrastructure for
Maritime Performance

Across business, operations, and governance -
unified at AI speed.

The maritime operating environment

The most complex operating environment in global trade

90% of world trade moves by sea. The decisions made daily across fleets, geographies, and regulatory regimes carry consequences measured in millions.

01

Fleets of hundreds of vessels

Container shipsBulk carriersTankersRo-Ro
02

Geographies and agencies at every port

Flag statesPort authoritiesCustomsClassification societies
03

Regulation accelerating

IMO CIIEU ETSFuelEU MaritimePSC inspections
04

Markets moving in hours

Spot ratesFreight indicesCapacity signalsCompetitor pricing
05

Point solutions, no integration

AIS & vessel trackingFreight platformsERP & TMSCompliance tools

Global trade routes

RotterdamShanghaiSingaporeDubaiLong BeachNew YorkSantosCape TownMumbaiBusan

Complexity at this scale requires a new orchestration standard

AI-driven performance is now the standard that sets the competitive edge.
Shipping enterprises that would shift decision, execution, and governance together, to AI speed, are the ones that would outperform their competitors, at scale.

One Platform Across Business, Operations, and Governance

Our platform improves how maritime organizations decide, execute, and control

DSG transforms how maritime enterprises perform.
Enabling better decisions, faster execution, and continuous control that keeps pace with performance improvements.

DecisionExecutionControl

AI Infrastructure Layer (ZeroFlow)

Powers all three layers through orchestrated agentic systems, integrated data pipelines, and continuous monitoring.

Platform workflows

Agentic workflows for maritime performance

A unified system across Decision, Execution, and Control.
Developed with a tier-1 global container carrier, spanning business, operations, and governance.

Decision

Business Intelligence & Pricing

Real-time market intelligence, forecasting, and pricing across routes and trade lanes.

Business Intelligence & Pricing dashboard

Financial

Freight Rate Forecasting

Analyst estimates → continuous model predictions

Revenue per TEU predicted at line-direction level, replacing analyst estimates with a continuously updated model.

Pricing

Dynamic Pricing for Spot Deals

Manual pricing → AI-disciplined quoting

Every spot deal priced against live market data, yield targets, and approval thresholds in a single recommendation.

Sales

Auto-Quotation Generation

Hours → minutes per quote

AI extracts requirements from customer emails and returns formatted quotes automatically.

Sales

AI-Powered Lead Scoring

Manual prospecting → AI-ranked pipeline

New cargo opportunities identified and ranked by propensity, tuned for reefer and special cargo verticals.

Intelligence

Transit-Time Benchmarking

Blind routing → live competitor gaps

Routing efficiency vs. 9 major carriers surfaced continuously, gaps visible before they affect competitiveness.

Intelligence

Market Intelligence & News

Scattered signals → curated delivery

Market news, capacity signals, and competitive intelligence aggregated and pushed to the right teams automatically.

Execution

Fleet, Logistics & Operations

Automating business and fleet workflows so decisions translate into action.

Fleet, Logistics & Operations dashboard

Vessel Ops

Fuel Consumption Prediction

Estimates → per-voyage accuracy

Per-voyage fuel predicted before departure, eliminating bunkering decisions made on inaccurate estimates.

Vessel Ops

ETA & Voyage Simulation

Reactive scheduling → continuous optimization

Lines, voyages, and transshipments optimized through live simulation, static schedules replaced with adaptive planning.

Logistics

Empty Container Forecasting

1 week → 9 weeks forward visibility

Return and release volumes predicted per geo-track and container type, repositioning planned rather than reactive.

Logistics

Container Loading Optimization

Last-minute replanning → locked stowage

Stowage decisions locked ahead of departure. Vessel stability, weight, and port sequencing optimized automatically.

Customer Ops

Email Classification & Routing

Manual triage → instant routing

Every inbound customer email classified and routed to the right team instantly, across Booking, SI, and CS.

Finance

Cash Flow Forecasting

End-of-month surprises → daily precision

End-of-month cash inflow forecasted daily. Treasury management moves from reactive to forward-looking.

Control

Governance & Risk Management

Continuous audit, compliance, and accountability across every AI-driven process.

Governance & Risk Management dashboard

Financial

Demurrage Billings Forecasting

Reactive budgeting → quarterly forward control

Quarterly demurrage budget forecasted at line-country level, budget surprises replaced with forward visibility.

AI Governance

AI Model Monitoring & Drift

Silent drift → proactive error detection

All deployed models monitored continuously. Drift and errors detected before they reach decisions or outputs.

Compliance

AI GRC Copilot

Weeks → hours per cycle

End-to-end AI governance from registration through monitoring. Compliance runs at the same speed as execution.

People

Attrition Risk Prediction

Reactive talent loss → proactive retention

Employees at risk of attrition identified across key geographies before they leave, retention becomes proactive.

Performance impact

What it means for your business

Designed to drive EBITDA impact across your entire enterprise.

Revenue
growth

Margin
improvement

Cost
reduction

Workforce
productivity

Decision

Auto-Quotation

Faster quotes win more deals. AI pricing discipline prevents underpricing and sales teams handle higher volumes without additional FTE.

EBITDARevenueMargin per shipmentFTE headcount held

Freight Rate Forecasting

Prices adjust earlier when markets move. Underpricing is avoided before it reaches the P&L and contract negotiations are strengthened with forward visibility.

EBITDA marginRevenue leakage
Execution

Email Classification & Routing

Every request reaches the right team instantly. Booking conversion improves, customer churn reduces, and operations scale without proportional headcount growth.

EBITDARevenueRetentionWorkforce productivity

Empty Container & Capacity Forecasting

Vessel capacity is allocated accurately ahead of time. Empty slots are reduced, overbooking avoided, and inter-depot logistics costs cut substantially.

EBITDALoad factorRevenue per vesselLogistics cost
Control

AI Model Monitoring

Model drift is caught before it reaches decisions. Wrong predictions are eliminated from pricing, operations, and financial planning before they cause damage.

Loss preventionDecision integrity

Governance at AI Speed

Compliance and audit run continuously. Governance cycles compress from weeks to hours and every AI-driven decision remains traceable and auditable.

EBITDACompliance costAudit efficiencyCycle reduction

Delivered across a tier-1 global container carrier

$M+

Verified savings in production operations

Hrs → Min

Commercial quoting cycle compression

1 wk → 9 wks

Container planning horizon - from operational standard to full forward visibility

70–80%

Reduction in governance and audit process cycle time

50%+

Margin efficiency improvement on AI-governed processes

15+

Agentic workflows developed across a single enterprise

The competitive edge in maritime belongs to those who operate at full AI intelligence.

Across every decision, every voyage, every function.

Identify·Transform·Lead
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