How AI and Data Science Build Trust in Offshore Performance

Sep 8, 2025 | White Papers

According to Gartner’s 2023 AI in Maritime Operations report (source), organizations that integrate AI and data science in their decision support see efficiency gains of up to 25%. Our paper shows how this applies specifically to offshore supply vessels.

Modern offshore vessels generate massive volumes of operational information, but without the right expertise, this data often remains fragmented, inconsistent, or underused. In this technical paper, Opsealog demonstrates how advanced data science and AI can transform raw inputs into actionable intelligence that drives measurable fuel, emissions, and operational performance gains.

Working with over 1,000 offshore vessels worldwide, we share proven methodologies, real-world use cases, and the technology that makes it possible to trust your data for critical operational decisions.

Inside this technical paper, you will learn:

  • How to turn messy logs into reliable intelligence using advanced processing, model training, and maritime expertise.
  • Real-world case studies showing efficiency gains, optimal speed recommendations, and performance benchmarking across sister ships.
  • How AI-powered decision-support platforms help crews and shore teams act with confidence.
  • The role of continuous model retraining and explainability in maintaining trust in your KPIs.

Who Should Read This

This technical paper is designed for:

  • Offshore fleet managers and superintendents
  • Charterers and shipowners in oil & gas, offshore wind, and maritime logistics
  • Operations and sustainability teams are working on fuel efficiency and emissions reduction
  • Anyone looking to understand how AI and maritime expertise combine to deliver measurable performance improvements

Download the Technical Paper

Fill out the form below to receive your free copy of “Data Science and AI for Offshore Vessel Performance”.


About Opsealog

Opsealog provides Efficiency as a Service for the offshore maritime industry. Combining software, maritime expertise, and data science, we help operators turn raw vessel data into reliable, actionable insights that improve operational efficiency and environmental performance.

Why Tracking Engine Running Hours is Key for Shipowners

Engine running hours are often treated as a background metric. Yet for offshore vessels, they carry direct operational and financial consequences. Maintenance frequency, fuel use, emissions, and even asset integrity all connect back to how long engines are in use, and...

2025 Global OSV Market Report

Get the latest data on offshore vessel operations, performance, and environmental impact. Offshore operations continue to evolve. In a market shaped by energy transition, rising efficiency targets, and shifting contractual dynamics, knowing how your vessels perform is...

Charter Party Agreements: Why a Third-Party Solution Matters

Offshore charter party agreements are contracts that govern day-to-day operations, define fuel responsibilities, and can quietly drain budgets and relationships if not managed well. Yet, despite their strategic importance, many offshore charter track contracts are in...

How to Leverage Multiple Data Sources for Smarter Decisions

Offshore vessels are generating more data than ever before. They continuously send information to shore through sensors, automated systems, and manual reports from seafarers. But raw data alone doesn’t improve efficiency. What matters is how that data is processed,...

Beyond Monitoring: How Data Science Fuels Smarter Offshore Operations

Hosted by Digital ship on the 29th of April, this webinar highlighted how data science can best be used to help shipowners and charterers identify ways to improve the efficiency of maritime operations and generate returns. Improving vessel performance starts with one...

How Opsealog Helped a Charterer Save 1,108 m³ of Fuel

Fuel optimization is a key driver of operational excellence for offshore supply vessels, where efficiency directly impacts costs, sustainability, and fleet performance. Discover how a leading offshore operator in Angola partnered with Opsealog to enhance fuel...

Key Takeaways from OSJ London 2025

Last week, Opsealog participated in OSJ London 2025. Represented by our Founder & Managing Director, Arnaud Dianoux, and Briac Lemée, our Business Development Manager. Arnaud delivered a speech on how data can support the integration of new fuels and presented the...

The Power of Data Quality in Simplifying Offshore Cost Allocation

Cost allocation in the offshore industry is complex due to varying expenses and operational challenges. Operators and financial departments need clear, precise breakdowns to manage budgets effectively. This is where digital solutions help. They transform scattered...

Tullow partners with Opsealog to digitalise marine operations

© Photography from Tullow Oil plc The partnership enhances digitalisation to optimise performance and reduce the environmental footprint of its fleet supporting oil and gas operations in West Africa. Marseille and London, [28th of February] – Tullow plc, a...

Can you trust your Data Collection Tool on Fuel Consumption?

Fuel consumption is one of the largest operational costs in the offshore industry. In some maritime sectors, such as shipping, fuel costs can climb as high as 46% of total operating expenses [source]. With the growing urgency to improve operational efficiency and...