Press Release

9 Dec 2025

How to Choose and Integrate the Right Fleet Data Platform

By bringing together various data points, organisations can unlock predictive maintenance, improve compliance, and drive substantial cost savings.

Ceto HQ

As maritime digitalisation accelerates, ship owners are investing heavily in systems that can capture, organise, and analyse fleet data at scale. With various solutions to choose from, it can be a challenge deciding what’s the best option.

By bringing together technical, crewing, commercial, and operational data, organisations can unlock predictive maintenance, improve compliance, and drive substantial cost savings. The wrong choice, however, can add complexity, create unnecessary data silos, and limit a ship owners ability to act on critical information.

In this blog, we break down what to look for when it comes to new software adoption and how to build a robust and scalable data infrastructure to seamlessly integrate all aspects of operations.

Choosing the Right Fleet Management Database

Not all fleet data platforms are created equal. Maritime data is uniquely complex, combining technical, commercial, environmental, and operational inputs. A robust platform must handle this complexity seamlessly. A strong maritime fleet database should offer:

• Real-time vessel data capture and telematics integration.

• Predictive maintenance and anomaly detection.

• Fuel, emissions, and voyage analytics.

• Automated reporting for regulatory compliance.

• Scalable data architecture suitable for multiple vessel types.

• API compatibility with existing ship systems (VDR, ECDIS, CMS, ERP).

• Advanced security and compliance controls.

• Custom dashboards and configurable fleet KPIs.

Some platformsare built specifically to meet these needs across diverse vessel classes and fleet sizes.

When comparing fleet databases and platforms, maritime organisations should consider:

• How easily onboard systems integrate with the database.

• The depth and accuracy of analytics.

• Support for AI-driven predictions.

• Overall user experience.

• Cost vs long-term operational value.

• Scalability as the fleet expands.

• Vendor expertise in maritime data.

Integrating Your Maritime Data Systems

Data silos are one of the biggest obstacles to maritime digitalisation. Integrating technical, navigational, and commercial systems enables a single, unified view of fleet performance.

Some organisations specialise in aggregating data from telematics, maintenance logs, engine sensors, fuel systems, and ERP tools - enabling operators to manage everything fromone central platform.

At Ceto, we:

1. Work closely with our partners to understand their requirements and their existing data capture. We explore what data is currently being received, how it’s used, and where it’s stored. 

2. We then create a robust integration plan outlining how we’ll connect the fleet data into Watchkeeper, our predictive maintenance platform.  

3. Once the fleet data is connected, we start onboarding the vessels. At this stage, we also configure individual vessels for sensor-specific model training.  

4. Once the onboarding is complete, the final stage is to set up the dashboard. This gives our partners a unified view of the vessels in the fleet and enables them to take proactive steps to prevent breakdowns, improve fuel efficiency, and maintain overall vessel health. 

Role of National and Global Data

Maritime performance isn’t just measured internally. National and industry-wide data provide essential context for benchmarking and regulatory planning. National and global datasets often include:

• Average fleet age by sector.

• Accident and incident rates.

• Fuel consumption and emissions averages.

• Dry-dock frequency and maintenance trends.

• Regulatory compliance statistics.

• Performance benchmarks for different vessel classes.

This data is valuable for understanding where your fleet stands relative to the industry.

How National Data Affects Maritime Regulation

Regulators use fleet-level data to shape:

• Emission and decarbonisation policies.

• Crew safety and competency requirements.

• Inspection and survey rules.

• Energy Efficiency Existing Ship Index (EEXI) and CII standards.

• Environmental compliance frameworks.

Staying ahead of these developments is essential to avoid penalties and maintain competitiveness.

The Choice Is Yours

Choosing the right fleet management database is no longer just a technical decision; it’s a strategic investment that affects safety, compliance, operational efficiency, and long-term vessel performance. The strongest platforms are those that integrate seamlessly with onboard systems, support predictive maintenance, unify data streams from across the vessel, and provide analytics sophisticated enough to guide real-world operational decisions.

Organisations partnering withCetoare already experiencing what’s possible when maritime data becomes clear, connected, and predictive. If you're ready to shift from hindsight to foresight, the tools now exist, and Ceto can help.

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Hoults Yard

Mailing Exchange

Newcastle upon Tyne

NE6 2HL

United Kingdom

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CetoAI is a private limited company registered in England and Wales with company registration number 12472339.

The registered office is at Hoults Yard, Mailing Exchange, Walker Road, Newcastle Upon Tyne, England, NE6 2HL.

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